From 60aac09209e614caff4ae3d81998fc2cb987f9f5 Mon Sep 17 00:00:00 2001 From: Junaid Zaidi <51705693+junaidzaidi@users.noreply.github.com> Date: Thu, 21 Sep 2023 18:59:50 -0700 Subject: [PATCH 1/7] First draft for bot documentation --- pages/_meta.json | 1 + pages/apidocs.mdx | 2 + pages/bots.mdx | 16 +++++++ pages/bots/_meta.json | 5 +++ pages/bots/custombot.mdx | 72 ++++++++++++++++++++++++++++++++ pages/bots/dqnbot.mdx | 78 +++++++++++++++++++++++++++++++++++ pages/bots/dqnbotjoystick.mdx | 66 +++++++++++++++++++++++++++++ 7 files changed, 240 insertions(+) create mode 100644 pages/bots.mdx create mode 100644 pages/bots/_meta.json create mode 100644 pages/bots/custombot.mdx create mode 100644 pages/bots/dqnbot.mdx create mode 100644 pages/bots/dqnbotjoystick.mdx diff --git a/pages/_meta.json b/pages/_meta.json index d73d95d..78bed31 100644 --- a/pages/_meta.json +++ b/pages/_meta.json @@ -6,6 +6,7 @@ } }, "multiplayer": "๐Ÿ•น๏ธ | Making Multiplayer", + "bots": "๐Ÿค– | Bots", "typesofgames": "๐ŸŽฎ | Types of Games", "setup": "๐Ÿงฉ | Setup", "usage": "๐Ÿ“™ | Usage", diff --git a/pages/apidocs.mdx b/pages/apidocs.mdx index 4c999e7..783ffbc 100644 --- a/pages/apidocs.mdx +++ b/pages/apidocs.mdx @@ -21,6 +21,8 @@ await insertCoin(); | `allowGamepads` | boolean | false | If `true` , Playroom will let players play game using gamepads connected to the stream device itself. This requires `streamMode` to also be `true`.

The gamepads need to be connected to device where stream screen is running. No phones are required in this mode but are optionally allowed as an alternative controller if there aren't enough physical gamepads in the room. Players who join via phone in this mode see an on-screen [Joystick](/multiplayer/joystick). | | `baseUrl` | string | *Current Page URL* | The base URL used for generating room link that host shares with other players. | | `avatars` | Array<string> | *Default Avatars* | An array of URLs to images that players can pick as their avatar. This will override the default avatars system that Playroom provides. | +| `enableBots` | boolean | false | If 'true' , Playroom initializes a bot using the provided botOptions. | +| `botOptions` | Object | undefined | An object containing parameters for bot instantiation and configuration. | ## `getState(key: string): any` diff --git a/pages/bots.mdx b/pages/bots.mdx new file mode 100644 index 0000000..cbe40b3 --- /dev/null +++ b/pages/bots.mdx @@ -0,0 +1,16 @@ + +# Introduction to Bot Integration in Playroom + +Playroom lets you transform the way players interact and experience your multiplayer games. This documentation provides an overview and guide for the Bot Integration feature we've integrated into Playroom. Our vision is to empower game developers with the tools they need to elevate gameplay, making games more dynamic, engaging, and challenging. + +With this latest enhancement, you can now seamlessly incorporate bot capabilities into your games. These bots pave the way for richer player interactions and open the door to enhanced gameplay testing. Whether you're looking to craft a custom bot that aligns perfectly with your game's unique mechanics or you're interested in harnessing the power of our state-of-the-art Deep Q-Network (DQN) bot, a cutting-edge reinforcement learning algorithm, we've got you covered. + +Now that you're familiar with the potential of bot integration within Playroom, it's time to dive into the specifics. Choose the path that best suits your development needs: + +**[Custom Bot](/bots/custombot)**: Explore the process of creating and integrating a bespoke bot tailored to your game's unique mechanics and requirements. + +**[DQN Bot](/bots/dqnbot)**: Dive into the world of reinforcement learning by utilizing and customizing our state-of-the-art Deep Q-Network bot. + +**[DQN Bot with Joystick](/bot/dqnbotjoystick)**: Experience the fusion of the DQN bot's intelligence with the tangible feedback and control of joystick interactions. + +Simply click on the desired guide above to jump to the relevant section and begin your journey into the realm of advanced game bot integration. diff --git a/pages/bots/_meta.json b/pages/bots/_meta.json new file mode 100644 index 0000000..582a6cb --- /dev/null +++ b/pages/bots/_meta.json @@ -0,0 +1,5 @@ +{ + "custombot":"Custom Bot", + "dqnbot":"DQN Bot", + "dqnbotjoystick": "DQN Bot with Joystick" +} \ No newline at end of file diff --git a/pages/bots/custombot.mdx b/pages/bots/custombot.mdx new file mode 100644 index 0000000..1605040 --- /dev/null +++ b/pages/bots/custombot.mdx @@ -0,0 +1,72 @@ +# Custom Bot Integration with Playroom +## Overview +In Playroom's SDK, we've provided developers with the flexibility to design and implement bots according to their own game mechanics and requirements. This not only allows for personalization but also ensures that the bot integrates seamlessly with the unique dynamics of each game. + +## How Custom Bot Integration Works + +### 1. Import and Extend the SDK's Bot Class +Start by importing the 'Bot' class from the 'playroomkit' + +```js +import { insertCoin, onPlayerJoin, Bot } from 'playroomkit'; +``` + +Subsequently, extend this base Bot class for your custom bot. +This class is devoid of any predefined methods; its primary role +is to ascertain that your custom bot is identified as a Bot type within the SDK. + +```js +class YourCustomBot extends Bot { + // Implement your custom bot logic and methods here +} +``` + +### 2. Implement Your Custom Bot Logic + +You have complete autonomy over the bot's logic and behavior. +Implement methods, decision-making processes, +and any other necessary components in your derived class to make +your bot function according to your game's needs. + +### 3. Initialize Your Bot with the SDK + +Once your custom bot class is ready, use the insertCoin() method +provided by the SDK to pass your bot type and its parameters. +This step allows the SDK to recognize and initialize your custom bot. + +```js +insertCoin({ + ... other parameters, + + enableBots: true, // Indicates to the SDK to activate bot functionality + + botOptions: { + botClass: YourCustomBot, // Specifies the custom bot class to be utilized by the SDK + + // OPTIONAL: If you want botParams object for the initialization of custom bot class. + botParams: { + ... YourCustomBot parameters, + } + }, +}).then(() => { + // Callback or subsequent logic after the bot initialization completes + ... +}); +``` + +### 4. Integrate Bot into the Game Loop + +After initialization, the player.isBot() method allows you to check +if a player is a bot or a human player. You can use this information to +integrate your bot's actions within the game loop, ensuring that it interacts +with the game environment as intended. + +```js +if (player.isBot()) { + // Logic to make the bot act within the game loop +} +``` + +## Conclusion +Integrating a custom bot with Playroom's SDK offers a level of personalization and control that can significantly enhance gameplay dynamics. +By following the steps outlined above, you can seamlessly incorporate your custom bots and redefine the player experience. \ No newline at end of file diff --git a/pages/bots/dqnbot.mdx b/pages/bots/dqnbot.mdx new file mode 100644 index 0000000..28f4753 --- /dev/null +++ b/pages/bots/dqnbot.mdx @@ -0,0 +1,78 @@ +# DQN Bot Integration with Playroom +## Overview +The Playroom SDK offers a seamless integration with the Deep Q-Network (DQN) bot, +providing a powerful tool for developers aiming to harness the capabilities of reinforcement learning in their games. +The integrated DQN Agent means you donโ€™t have to start from scratch โ€“ simply configure, train (if required), and use. + +## How DQN Bot Integration Works + +### 1. Import DQN Bot +Start by importing the 'DQNBot' from the 'playroomkit' + +```js +import { insertCoin, onPlayerJoin, DQNBaseBot } from 'playroomkit'; +``` + +### 2. Initialization Using insertCoin +To activate the DQN bot within your game, you'll employ the insertCoin method. Here's a comprehensive breakdown: + +```js +insertCoin({ + ... other parameters, + + enableBots: true, // Signals the SDK to activate the DQN bot + + botOptions: { + botClass: DQNBaseBot, // Specifies the DQN bot class + + botParams: { + numberOfStates: x, // Replace 'x' with the number of states you want to pass to the agent + numberOfActions: y, // Replace 'y' with the number of potential actions the bot can take + + // OPTIONAL: If you have pretrained weights or previous training data + weights: { + + // Serialized pretrained weights + modelWeights: "{\"nh\":100,\"ns\":11,\"na\":19,\"net\":{\"W1\":{\"n\":100,\"d\":11,\"w\":{\"0\":0.0013967478508977644,\"1\":-0.004024754355529853,\"2\":-0.005107000776689768,\"3\,....}}}}" + + iterations: previousIterationsCount, // Previous training iterations count + rewards: previousRewardValue, // Cumulative reward from previous sessions + startTime: previousStartTime, // Start time from previous training sessions + }, + + // OPTIONAL: Automatically stores model weights to local storage and load while initialization of bot + // Defaults to true, won't retreive from local storage if weights are given + retrieveFromLocalStorage: true + } + + // OPTIONAL: Enable training mode to visualize and interact with the bot's learning process + trainingMode: true + }, +}).then(() => { + // Callback or subsequent logic after the bot initialization completes +}); +``` + + +### 3. Integrating DQN Bot Actions Within Game Loop + +To achieve a smooth gameplay experience, you'll incorporate the bot's decisions within your game loop: + +```js +if (player.isBot()) { + const currentState = [/* array of x numbers or booleans representing the game state */]; + const chosenAction = player.bot.act(currentState); // Get the bot's chosen action based on the current state + // Implement the chosen action in the game + + // If you're training the bot, provide a reward based on the outcome of the chosen action + const rewardValue = computeReward(chosenAction); + player.bot.learn(rewardValue); +} +``` + +To train the bot, continually provide rewards based on its actions to refine its decision-making capabilities. +If you wish to use the bot without additional training, simply utilize the DQN bot's decisions without supplying reward feedback. + +## Conclusion +By integrating the DQN bot with Playroom's SDK, game developers can delve into the captivating realm of reinforcement learning. +Whether you're keen on crafting an intelligent adversary or an adept ally, the DQN bot facilitates a thrilling gaming experience. \ No newline at end of file diff --git a/pages/bots/dqnbotjoystick.mdx b/pages/bots/dqnbotjoystick.mdx new file mode 100644 index 0000000..425bf01 --- /dev/null +++ b/pages/bots/dqnbotjoystick.mdx @@ -0,0 +1,66 @@ +# DQN Bot Integration with Playroom +## Overview +Enter the DQNBotJoystick, an extension of the already robust DQNBot offered by Playroom's SDK. +This specialized bot class harmoniously marries the capabilities of the DQN with the intuitive control of a joystick. +By allowing developers to input joystick configurations, the gameplay experience becomes more fluid, while still harnessing the intelligence of reinforcement learning. + +## How DQN Bot with Joystick Integration Works + +### 1. Import DQN Bot with Joystick +Start by importing the 'DQNBotJoystick' from the 'playroomkit' + +```js +import { insertCoin, onPlayerJoin, DQNBotJoystick } from 'playroomkit'; +``` + +### 2. Initialization Using insertCoin +Initiate the joystick-augmented DQN bot by using the insertCoin method, making sure to include your joystick configuration: + +```js +insertCoin({ + ... other parameters, + + enableBots: true, // Signals the SDK to activate the DQN bot + + botOptions: { + botClass: DQNBotJoystick, // Specifies the DQN bot class + + numberOfStates: x, // Replace 'x' with the number of states you want to pass to the agent. + + joystickConfig: { // Your joystick configuration here. Actions will be derived from this joystick config. + + }, + + // OPTIONAL: Weights, training mode, and other configurations can also be passed as DQN Bot + }, +}).then(() => { + // Callback or subsequent logic after the bot initialization completes +}); +``` + + +### 3. Fluid Game Loop Integration with Joystick Control +Interweave the joystick-driven bot decisions within your game loop to achieve a seamless gameplay experience: + +```js +if (player.isBot()) { + const currentState = [/* array of numbers or booleans defining the game state */]; + + // With the joystick configuration in place, just set the game state + player.setDQNBotState(currentState); + + // The DQNBotJoystick, equipped with your joystick configuration, will automatically set the corresponding action + // No need to explicitly extract or set the action + + // Reward the bot based on the outcome of its action, refining its decision-making process + const rewardValue = computeRewardForJoystickAction(); + player.setDQNBotReward(rewardValue); +} +``` + +To train the bot, continually provide rewards based on its actions to refine its decision-making capabilities. +If you wish to use the bot without additional training, simply utilize the DQN bot's decisions without supplying reward feedback. + +## Conclusion +The DQNBotJoystick offers game developers an amplified experience, combining the strategic depth of DQN with the tangible and immediate feedback of joystick controls. +Whether you're crafting intricate game scenarios or merely exploring reinforcement learning's potential, the joystick-augmented DQN bot promises a dynamic gaming adventure. \ No newline at end of file From 0915b5f63277d0c9ab685e1f348c70e8bb7a5598 Mon Sep 17 00:00:00 2001 From: Junaid Zaidi <51705693+junaidzaidi@users.noreply.github.com> Date: Thu, 21 Sep 2023 19:21:05 -0700 Subject: [PATCH 2/7] Provided sample objects Added - sample joystickConfig object - sample DQN Specs object --- pages/bots/dqnbot.mdx | 14 ++++++++++++++ pages/bots/dqnbotjoystick.mdx | 11 ++++++++--- 2 files changed, 22 insertions(+), 3 deletions(-) diff --git a/pages/bots/dqnbot.mdx b/pages/bots/dqnbot.mdx index 28f4753..2d10676 100644 --- a/pages/bots/dqnbot.mdx +++ b/pages/bots/dqnbot.mdx @@ -29,6 +29,18 @@ insertCoin({ numberOfStates: x, // Replace 'x' with the number of states you want to pass to the agent numberOfActions: y, // Replace 'y' with the number of potential actions the bot can take + // OPTIONAL: Customize hyperparameters. If not specified, the following default values are utilized: + specifications: { + gamma: 0.75, // Discount factor for future rewards + epsilon: 0.1, // Exploration rate in epsilon-greedy strategy + alpha: 0.01, // Learning rate + experience_add_every: 25, // Frequency of adding experiences to the replay memory + experience_size: 5000, // Size of the replay memory + learning_steps_per_iteration: 10, // Number of learning steps per iteration + tderror_clamp: 1.0, // Clamp to prevent large TD errors + num_hidden_units: 100, // Number of neurons in the hidden layer + } + // OPTIONAL: If you have pretrained weights or previous training data weights: { @@ -43,6 +55,8 @@ insertCoin({ // OPTIONAL: Automatically stores model weights to local storage and load while initialization of bot // Defaults to true, won't retreive from local storage if weights are given retrieveFromLocalStorage: true + + } // OPTIONAL: Enable training mode to visualize and interact with the bot's learning process diff --git a/pages/bots/dqnbotjoystick.mdx b/pages/bots/dqnbotjoystick.mdx index 425bf01..1ca395c 100644 --- a/pages/bots/dqnbotjoystick.mdx +++ b/pages/bots/dqnbotjoystick.mdx @@ -27,9 +27,14 @@ insertCoin({ numberOfStates: x, // Replace 'x' with the number of states you want to pass to the agent. - joystickConfig: { // Your joystick configuration here. Actions will be derived from this joystick config. - - }, + + // Your joystick configuration here. Actions will be derived from this joystick config. + joystickConfig: { // Sample configuration + type: "dpad", + buttons: [ + {id: "jump", label: "Jump"} + ] + } // OPTIONAL: Weights, training mode, and other configurations can also be passed as DQN Bot }, From 45202a0eeab8991d22e111a222ec618aa8f7720d Mon Sep 17 00:00:00 2001 From: Junaid Zaidi <51705693+junaidzaidi@users.noreply.github.com> Date: Thu, 21 Sep 2023 19:22:34 -0700 Subject: [PATCH 3/7] Removed spaces --- pages/bots/dqnbot.mdx | 2 -- pages/bots/dqnbotjoystick.mdx | 1 - 2 files changed, 3 deletions(-) diff --git a/pages/bots/dqnbot.mdx b/pages/bots/dqnbot.mdx index 2d10676..af5c409 100644 --- a/pages/bots/dqnbot.mdx +++ b/pages/bots/dqnbot.mdx @@ -55,8 +55,6 @@ insertCoin({ // OPTIONAL: Automatically stores model weights to local storage and load while initialization of bot // Defaults to true, won't retreive from local storage if weights are given retrieveFromLocalStorage: true - - } // OPTIONAL: Enable training mode to visualize and interact with the bot's learning process diff --git a/pages/bots/dqnbotjoystick.mdx b/pages/bots/dqnbotjoystick.mdx index 1ca395c..3aa9e03 100644 --- a/pages/bots/dqnbotjoystick.mdx +++ b/pages/bots/dqnbotjoystick.mdx @@ -27,7 +27,6 @@ insertCoin({ numberOfStates: x, // Replace 'x' with the number of states you want to pass to the agent. - // Your joystick configuration here. Actions will be derived from this joystick config. joystickConfig: { // Sample configuration type: "dpad", From 9f2e7bf575eedeea13f695da617cbd963f5c260f Mon Sep 17 00:00:00 2001 From: Junaid Zaidi <51705693+junaidzaidi@users.noreply.github.com> Date: Thu, 5 Oct 2023 11:35:21 -0700 Subject: [PATCH 4/7] DQN Bot Documentation In Progress --- pages/bots.mdx | 14 ++-- pages/bots/_meta.json | 2 +- pages/bots/bot.mdx | 153 +++++++++++++++++++++++++++++++++++++++ pages/bots/custombot.mdx | 72 ------------------ 4 files changed, 160 insertions(+), 81 deletions(-) create mode 100644 pages/bots/bot.mdx delete mode 100644 pages/bots/custombot.mdx diff --git a/pages/bots.mdx b/pages/bots.mdx index cbe40b3..33235de 100644 --- a/pages/bots.mdx +++ b/pages/bots.mdx @@ -1,16 +1,14 @@ - # Introduction to Bot Integration in Playroom -Playroom lets you transform the way players interact and experience your multiplayer games. This documentation provides an overview and guide for the Bot Integration feature we've integrated into Playroom. Our vision is to empower game developers with the tools they need to elevate gameplay, making games more dynamic, engaging, and challenging. - -With this latest enhancement, you can now seamlessly incorporate bot capabilities into your games. These bots pave the way for richer player interactions and open the door to enhanced gameplay testing. Whether you're looking to craft a custom bot that aligns perfectly with your game's unique mechanics or you're interested in harnessing the power of our state-of-the-art Deep Q-Network (DQN) bot, a cutting-edge reinforcement learning algorithm, we've got you covered. +Playroom now lets you add bots to your games. Customize them to fit your game's style and elevate game experience! -Now that you're familiar with the potential of bot integration within Playroom, it's time to dive into the specifics. Choose the path that best suits your development needs: +It's time to dive into the specifics. Choose the path that best suits your development needs: -**[Custom Bot](/bots/custombot)**: Explore the process of creating and integrating a bespoke bot tailored to your game's unique mechanics and requirements. +**[Bot](/bots/bot)**: Explore the process of creating your own bot and integrating it to your game's unique mechanics. **[DQN Bot](/bots/dqnbot)**: Dive into the world of reinforcement learning by utilizing and customizing our state-of-the-art Deep Q-Network bot. -**[DQN Bot with Joystick](/bot/dqnbotjoystick)**: Experience the fusion of the DQN bot's intelligence with the tangible feedback and control of joystick interactions. +**[DQN Bot with Joystick](/bot/dqnbotjoystick)**: Experience the fusion of the DQN bot's intelligence with playroom's joystick interactions. + + -Simply click on the desired guide above to jump to the relevant section and begin your journey into the realm of advanced game bot integration. diff --git a/pages/bots/_meta.json b/pages/bots/_meta.json index 582a6cb..08f68c4 100644 --- a/pages/bots/_meta.json +++ b/pages/bots/_meta.json @@ -1,5 +1,5 @@ { - "custombot":"Custom Bot", + "bot":"Bot", "dqnbot":"DQN Bot", "dqnbotjoystick": "DQN Bot with Joystick" } \ No newline at end of file diff --git a/pages/bots/bot.mdx b/pages/bots/bot.mdx new file mode 100644 index 0000000..f538eb9 --- /dev/null +++ b/pages/bots/bot.mdx @@ -0,0 +1,153 @@ +import { Callout } from 'nextra-theme-docs' + +## Bot Overview +With Playroom's SDK, you can easily create bots +tailored to your game's unique mechanics and dynamics. + +## How Bot Integration Works + +### 1. Import and Extend the SDK's Bot Class +Start by importing the 'Bot' class from the 'playroomkit' + +```js +import { insertCoin, isHost, onPlayerJoin, Bot } from 'playroomkit'; +``` + +Simply extend the Bot class to create your bot. Since bot is essentially a player, you can utilize all methods from the [PlayerState API Reference](/apidocs#playerstate). Ensure you receive botParams in the constructor and pass it to super(). + +```js +class YourBot extends Bot { + // Implement your bot logic and methods here + + // Sample Bot Code + constructor(botParams) { + super(botParams); + this.setState("health", 100) + } + + // A simple method for the bot to take action based on some game state + decideAction() { + const gameState = this.getState("gameState") + if (gameState.enemyNearby) { + return 'ATTACK'; + } + return 'MOVE_FORWARD'; + } + + // Receive damage and reduce health + takeDamage(damageAmount) { + let currentHealth = this.getState("health") + this.setState("health", currentHealth-damageAmount) + } + + // Check if the bot is still alive + isAlive() { + return this.getState("health") > 0; + } +} +``` + + The constructor for your bot is called multiple times. If you want to set some state or perform an action only once, do it on the host using the condition if (!isHost()) return. An example is shown below. + +```js + constructor(botParams) { + super(botParams); + if (!isHost()) return; + this.setState("health", 100); + } +``` + +### 2. Define Your Bot with the SDK + +Once your bot class is ready, use the insertCoin() method +provided by the SDK to pass your bot type and its parameters. +This step allows the SDK to recognize your bot. + +```js +await insertCoin({ + ... other parameters, + + enableBots: true, // Indicates to the SDK to activate bot functionality + + botOptions: { + botClass: YourBot, // Specifies the bot class to be utilized by the SDK + + // OPTIONAL: You can define custom attributes in the botParams object if you need them during bot initialization. + // Sample botParams + botParams: { + health: 100 + } + }, +}) +``` + +The code above recognize bots in your game. It will provide botParams to your botClass. Here's how you'd use botParams in your constructor: + +```js +class YourBot extends Bot { + // Implement your bot logic and methods here + + // Sample Bot with botParams Code + constructor(botParams) { + super(botParams); + this.setState("health", botParams.health) + } + + // Rest of your implementation +} +``` + +### 3. Initialize Your Bot in the Lobby + +Once you have defined your bot with the SDK, you can initialize your bot by simply pressing '๐Ÿค– +' button + + + + +### 4. Integrate Bot into the Game Loop + +After initialization, the player.isBot() method allows you to check +if a player is a bot or a human player. You can use this information to +integrate your bot's actions within the game loop, ensuring that it interacts +with the game environment as intended. + +```js +players = [] + +onPlayerJoin(async (player) => { + // Custom logic for handling player join events. + + // Appending player to players array in order to access it within gameloop + players.push(player); +}); + +function gameLoop() { + // Custom Logic + + for (const player in players) { + // Custom Logic + + // Bot usage + if (player.isBot()) { + // Logic to make the bot act within the game loop + + // Sample implementation + if (!player.bot.isAlive()) { return } + + const action = player.bot.decideAction() + if (action === "ATTACK") { + // Attack Logic Here + } + + if (action === "MOVE_FORWARD") { + // Move Forward Logic Here + } + + // Game mechanics + + // Updating the damage taken + player.bot.takeDamage(damageAmount) + } + } +} +``` diff --git a/pages/bots/custombot.mdx b/pages/bots/custombot.mdx deleted file mode 100644 index 1605040..0000000 --- a/pages/bots/custombot.mdx +++ /dev/null @@ -1,72 +0,0 @@ -# Custom Bot Integration with Playroom -## Overview -In Playroom's SDK, we've provided developers with the flexibility to design and implement bots according to their own game mechanics and requirements. This not only allows for personalization but also ensures that the bot integrates seamlessly with the unique dynamics of each game. - -## How Custom Bot Integration Works - -### 1. Import and Extend the SDK's Bot Class -Start by importing the 'Bot' class from the 'playroomkit' - -```js -import { insertCoin, onPlayerJoin, Bot } from 'playroomkit'; -``` - -Subsequently, extend this base Bot class for your custom bot. -This class is devoid of any predefined methods; its primary role -is to ascertain that your custom bot is identified as a Bot type within the SDK. - -```js -class YourCustomBot extends Bot { - // Implement your custom bot logic and methods here -} -``` - -### 2. Implement Your Custom Bot Logic - -You have complete autonomy over the bot's logic and behavior. -Implement methods, decision-making processes, -and any other necessary components in your derived class to make -your bot function according to your game's needs. - -### 3. Initialize Your Bot with the SDK - -Once your custom bot class is ready, use the insertCoin() method -provided by the SDK to pass your bot type and its parameters. -This step allows the SDK to recognize and initialize your custom bot. - -```js -insertCoin({ - ... other parameters, - - enableBots: true, // Indicates to the SDK to activate bot functionality - - botOptions: { - botClass: YourCustomBot, // Specifies the custom bot class to be utilized by the SDK - - // OPTIONAL: If you want botParams object for the initialization of custom bot class. - botParams: { - ... YourCustomBot parameters, - } - }, -}).then(() => { - // Callback or subsequent logic after the bot initialization completes - ... -}); -``` - -### 4. Integrate Bot into the Game Loop - -After initialization, the player.isBot() method allows you to check -if a player is a bot or a human player. You can use this information to -integrate your bot's actions within the game loop, ensuring that it interacts -with the game environment as intended. - -```js -if (player.isBot()) { - // Logic to make the bot act within the game loop -} -``` - -## Conclusion -Integrating a custom bot with Playroom's SDK offers a level of personalization and control that can significantly enhance gameplay dynamics. -By following the steps outlined above, you can seamlessly incorporate your custom bots and redefine the player experience. \ No newline at end of file From c144244a8f71bda3baa9e94b93b151267a515b15 Mon Sep 17 00:00:00 2001 From: Junaid Zaidi <51705693+junaidzaidi@users.noreply.github.com> Date: Thu, 5 Oct 2023 21:40:45 -0700 Subject: [PATCH 5/7] in progress --- pages/bots.mdx | 10 +++++++--- pages/bots/dqnbot.mdx | 16 +++++----------- public/.DS_Store | Bin 6148 -> 6148 bytes public/images/add-bot.png | Bin 0 -> 317173 bytes 4 files changed, 12 insertions(+), 14 deletions(-) create mode 100644 public/images/add-bot.png diff --git a/pages/bots.mdx b/pages/bots.mdx index 33235de..b9256c7 100644 --- a/pages/bots.mdx +++ b/pages/bots.mdx @@ -1,8 +1,12 @@ -# Introduction to Bot Integration in Playroom +# Bots in Playroom -Playroom now lets you add bots to your games. Customize them to fit your game's style and elevate game experience! +Playroom lets you define bots for your game. These bots act the same as players; have player state, but can hold custom logic to act within the game loop. -It's time to dive into the specifics. Choose the path that best suits your development needs: +Once you set up bots, players see a new ๐Ÿค– + button which adds bots to their game room. + +### Why Should I Use Bots? + +Playing with friends is fun but you can't always have your friends around. Having bots in your game increases engagement and retention. Bots can fill empty rooms in your game, or provide a single player experience. **[Bot](/bots/bot)**: Explore the process of creating your own bot and integrating it to your game's unique mechanics. diff --git a/pages/bots/dqnbot.mdx b/pages/bots/dqnbot.mdx index af5c409..672e9c4 100644 --- a/pages/bots/dqnbot.mdx +++ b/pages/bots/dqnbot.mdx @@ -14,13 +14,13 @@ import { insertCoin, onPlayerJoin, DQNBaseBot } from 'playroomkit'; ``` ### 2. Initialization Using insertCoin -To activate the DQN bot within your game, you'll employ the insertCoin method. Here's a comprehensive breakdown: +To activate the DQN bot within your game, you'll utilize the insertCoin method. Here's a comprehensive breakdown: ```js -insertCoin({ +await insertCoin({ ... other parameters, - enableBots: true, // Signals the SDK to activate the DQN bot + enableBots: true, // Signals the SDK to activate bot botOptions: { botClass: DQNBaseBot, // Specifies the DQN bot class @@ -41,7 +41,7 @@ insertCoin({ num_hidden_units: 100, // Number of neurons in the hidden layer } - // OPTIONAL: If you have pretrained weights or previous training data + // OPTIONAL: Initialize with weights if you have pretrained weights or previous training data weights: { // Serialized pretrained weights @@ -57,11 +57,9 @@ insertCoin({ retrieveFromLocalStorage: true } - // OPTIONAL: Enable training mode to visualize and interact with the bot's learning process + // OPTIONAL: Enable training mode to visualize graph of iteration/rewards. trainingMode: true }, -}).then(() => { - // Callback or subsequent logic after the bot initialization completes }); ``` @@ -84,7 +82,3 @@ if (player.isBot()) { To train the bot, continually provide rewards based on its actions to refine its decision-making capabilities. 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zWCsjxg<~83`Kxwh?CyWGBf)>tj{K5j_MFmN6}rCzp#CK-`SXuYjeQM`2ZB?dZ61r( zM0hM;IAdtX){TD&OZ~YO`SS(b-Fu?9I;^k)SxACN)=ED63mWu)zX@}!hVyw}?pzp< zf7W;jqI$aL{4dhsKmWP^;k8yQuG+QyvR!p-M(_GvC7tJ+|IZR^?)0o3F<}i&pOk)nyn8P&Y zFpW9<-y~?$8nbDQ*&ozv)0o3F<}i&pOk)nyn8P&YFs)A4SvBo*Ak*sf|A);mr{#nN avJd;!p{)~tV}1ZWwrmXEQ1yM($^Qd)3{a*3 literal 0 HcmV?d00001 From 3c42ff2e002f689e51d2ac12ce9b86fe6a754d12 Mon Sep 17 00:00:00 2001 From: Junaid Zaidi <51705693+junaidzaidi@users.noreply.github.com> Date: Sun, 15 Oct 2023 21:29:35 -0700 Subject: [PATCH 6/7] Removed Seperate DQNBotJoystick tab --- pages/bots.mdx | 13 +-- pages/bots/_meta.json | 3 +- pages/bots/bot.mdx | 32 +++--- pages/bots/dqnbot.mdx | 201 +++++++++++++++++++++++++++++----- pages/bots/dqnbotjoystick.mdx | 70 ------------ 5 files changed, 197 insertions(+), 122 deletions(-) delete mode 100644 pages/bots/dqnbotjoystick.mdx diff --git a/pages/bots.mdx b/pages/bots.mdx index b9256c7..5cf5ed0 100644 --- a/pages/bots.mdx +++ b/pages/bots.mdx @@ -1,18 +1,17 @@ +import { Callout } from 'nextra-theme-docs' + # Bots in Playroom Playroom lets you define bots for your game. These bots act the same as players; have player state, but can hold custom logic to act within the game loop. -Once you set up bots, players see a new ๐Ÿค– + button which adds bots to their game room. +Once you set up bots, players see a new `๐Ÿค– +` button which adds bots to their game room. ### Why Should I Use Bots? Playing with friends is fun but you can't always have your friends around. Having bots in your game increases engagement and retention. Bots can fill empty rooms in your game, or provide a single player experience. -**[Bot](/bots/bot)**: Explore the process of creating your own bot and integrating it to your game's unique mechanics. - -**[DQN Bot](/bots/dqnbot)**: Dive into the world of reinforcement learning by utilizing and customizing our state-of-the-art Deep Q-Network bot. - -**[DQN Bot with Joystick](/bot/dqnbotjoystick)**: Experience the fusion of the DQN bot's intelligence with playroom's joystick interactions. - +It's time to dive into the specifics. Choose the path that best suits your development needs: +**[Bot](/bots/bot)**: Explore the process of creating your own bot and integrating it to your game's unique mechanics. +**[DQN Bot](/bots/dqnbot)**: Explore the realm of reinforcement learning with our advanced Deep Q-Network bot that learns and makes smart decisions. diff --git a/pages/bots/_meta.json b/pages/bots/_meta.json index 08f68c4..8e7119f 100644 --- a/pages/bots/_meta.json +++ b/pages/bots/_meta.json @@ -1,5 +1,4 @@ { "bot":"Bot", - "dqnbot":"DQN Bot", - "dqnbotjoystick": "DQN Bot with Joystick" + "dqnbot":"DQN Bot" } \ No newline at end of file diff --git a/pages/bots/bot.mdx b/pages/bots/bot.mdx index f538eb9..a5f42a1 100644 --- a/pages/bots/bot.mdx +++ b/pages/bots/bot.mdx @@ -1,19 +1,20 @@ import { Callout } from 'nextra-theme-docs' -## Bot Overview +# Bot +## Overview With Playroom's SDK, you can easily create bots tailored to your game's unique mechanics and dynamics. -## How Bot Integration Works +## Adding Bot to Your Game -### 1. Import and Extend the SDK's Bot Class -Start by importing the 'Bot' class from the 'playroomkit' +### 1. Define the Bot Class +Start by importing the `Bot` class from the Playroom. ```js import { insertCoin, isHost, onPlayerJoin, Bot } from 'playroomkit'; ``` -Simply extend the Bot class to create your bot. Since bot is essentially a player, you can utilize all methods from the [PlayerState API Reference](/apidocs#playerstate). Ensure you receive botParams in the constructor and pass it to super(). +Extend the Bot class to create your bot with your custom game logic. Bots are essentially players, you can utilize all methods from the [PlayerState API Reference](/apidocs#playerstate). Make sure to receive `botParams` in the constructor and pass it to base class by doing `super(botParams)` in your bot's constructor. ```js class YourBot extends Bot { @@ -22,7 +23,7 @@ class YourBot extends Bot { // Sample Bot Code constructor(botParams) { super(botParams); - this.setState("health", 100) + this.setState("health", 100); } // A simple method for the bot to take action based on some game state @@ -57,7 +58,7 @@ class YourBot extends Bot { } ``` -### 2. Define Your Bot with the SDK +### 2. Tell Playroom to Use Your Bot Once your bot class is ready, use the insertCoin() method provided by the SDK to pass your bot type and its parameters. @@ -67,7 +68,7 @@ This step allows the SDK to recognize your bot. await insertCoin({ ... other parameters, - enableBots: true, // Indicates to the SDK to activate bot functionality + enableBots: true, // Tells Playroom to activate bots in your game botOptions: { botClass: YourBot, // Specifies the bot class to be utilized by the SDK @@ -97,9 +98,9 @@ class YourBot extends Bot { } ``` -### 3. Initialize Your Bot in the Lobby +### 3. Try Your Bot in Playroom -Once you have defined your bot with the SDK, you can initialize your bot by simply pressing '๐Ÿค– +' button +Once you have defined your bot, game host see a new `๐Ÿค– +` button to add bots to the game. Tap on the button to add a bot to the room. @@ -112,7 +113,7 @@ integrate your bot's actions within the game loop, ensuring that it interacts with the game environment as intended. ```js -players = [] +let players = []; onPlayerJoin(async (player) => { // Custom logic for handling player join events. @@ -134,7 +135,8 @@ function gameLoop() { // Sample implementation if (!player.bot.isAlive()) { return } - const action = player.bot.decideAction() + // Call the methods defined in your bot class + const action = player.bot.decideAction(); if (action === "ATTACK") { // Attack Logic Here } @@ -143,11 +145,9 @@ function gameLoop() { // Move Forward Logic Here } - // Game mechanics - // Updating the damage taken - player.bot.takeDamage(damageAmount) + player.bot.takeDamage(damageAmount); } } } -``` +``` \ No newline at end of file diff --git a/pages/bots/dqnbot.mdx b/pages/bots/dqnbot.mdx index 672e9c4..c3f507a 100644 --- a/pages/bots/dqnbot.mdx +++ b/pages/bots/dqnbot.mdx @@ -1,35 +1,155 @@ -# DQN Bot Integration with Playroom +# DQN Bot ## Overview -The Playroom SDK offers a seamless integration with the Deep Q-Network (DQN) bot, -providing a powerful tool for developers aiming to harness the capabilities of reinforcement learning in their games. -The integrated DQN Agent means you donโ€™t have to start from scratch โ€“ simply configure, train (if required), and use. +Playroom SDK seamlessly integrates with the DQN Bot, a smart computer player that learns and plays games effectively using a special technique called Deep Q-Network (DQN). This integration offers a robust tool for game developers looking to use reinforcement learning in their games without starting from scratch. You can easily configure, train (if needed), and use the DQN Bot. + +We provide two options for the DQN Bot: +1. **[DQN Bot (Joystick):](#how-dqn-bot-joystick-integration-works)** Designed for Playroom's Joystick users. +2. **[DQN Bot:](#how-dqn-bot-integration-works)**: Suited for those who don't use Playroom's Joystick. + + +## How DQN Bot (Joystick) Integration Works + +### 1. Importing DQN Bot +Begin by importing the `DQNBotJoystick` from the Playroom. + +```js +import { insertCoin, isHost, onPlayerJoin, DQNBotJoystick } from 'playroomkit'; +``` + +### 2. Tell Playroom to Use DQN Bot + +Once you have imported DQN Bot, use the insertCoin() method +provided by the SDK to pass the bot and its parameters. +This step allows the SDK to recognize DQN bot. + +```js +await insertCoin({ + ... other parameters, + + enableBots: true, // Activate the bot in the SDK + + botOptions: { + botClass: DQNBotJoystick, // Specify the DQN bot class + + botParams: { + numberOfStates: x, // Replace 'x' with the number of states to pass to the agent + + // Your joystick configuration here. Actions will be derived from this joystick config. + joystickConfig: { // Sample configuration + type: "dpad", + buttons: [ + {id: "jump", label: "Jump"} + ] + } + + // OPTIONAL: Customize hyperparameters. following values would be used if not specified. + specifications: { + gamma: 0.75, // Discount factor for future rewards + epsilon: 0.1, // Exploration rate in epsilon-greedy strategy + alpha: 0.01, // Learning rate + experience_add_every: 25, // Frequency of adding experiences to the replay memory + experience_size: 5000, // Size of the replay memory + learning_steps_per_iteration: 10, // Number of learning steps per iteration + tderror_clamp: 1.0, // Clamp to prevent large TD errors + num_hidden_units: 100, // Number of neurons in the hidden layer + } + + // OPTIONAL: Initialize with weights if you have pretrained weights or previous training data + weights: { + + // Serialized pretrained weights + modelWeights: "{\"nh\":100,\"ns\":11,\"na\":19,\"net\":{\"W1\":{\"n\":100,\"d\":11,\"w\":{\"0\":0.0013967478508977644,\"1\":-0.004024754355529853,\"2\":-0.005107000776689768,\"3\,....}}}}" + + iterations: previousIterationsCount, // Previous training iterations count + rewards: previousRewardValue, // Cumulative reward from previous sessions + startTime: previousStartTime, // Start time from previous training sessions + }, + + // OPTIONAL: Automatically stores model weights to local storage and load while initialization of bot + // Defaults to true, won't retrieve from local storage if weights are given + retrieveFromLocalStorage: true + } + + // OPTIONAL: Enable training mode to visualize a graph of iteration/rewards. + trainingMode: true + }, +}); +``` + +### 3. Try Your Bot in Playroom + +Once you have defined your bot, game host see a new `๐Ÿค– +` button to add bots to the game. Tap on the button to add a bot to the room. + + + + +### 4. Integrating DQN Bot into the Game Loop + +After initialization, the player.isBot() method allows you to check if a player is a bot or a human player. You can use this information to integrate your bot's actions within the game loop, ensuring that it interacts with the game environment as intended. + +```js +let players = []; + +onPlayerJoin(async (player) => { + // Custom logic for handling player join events. + + // Appending player to players array in order to access it within gameloop + players.push(player); +}); + +function gameLoop() { + // Custom Logic + + for (const player in players) { + // Custom Logic + + // Bot usage + if (player.isBot()) { + const currentState = [/* array of x numbers representing the game state */]; + player.bot.setDQNBotState(currentState); // This will set bot state and set the predicted joystick action + } + + // Game Logic + + if (player.isBot()) { + + // If you're training the bot, provide a reward based on the outcome of the chosen action + const rewardValue = computeReward(); + player.bot.learn(rewardValue); + } + } +} +``` ## How DQN Bot Integration Works -### 1. Import DQN Bot -Start by importing the 'DQNBot' from the 'playroomkit' +### 1. Importing DQN Bot +Begin by importing the `DQNBaseBot` from the Playroom. ```js -import { insertCoin, onPlayerJoin, DQNBaseBot } from 'playroomkit'; +import { insertCoin, isHost, onPlayerJoin, DQNBaseBot } from 'playroomkit'; ``` -### 2. Initialization Using insertCoin -To activate the DQN bot within your game, you'll utilize the insertCoin method. Here's a comprehensive breakdown: +### 2. Tell Playroom to Use DQN Bot + +Once you have imported DQN Bot, use the insertCoin() method +provided by the SDK to pass the bot and its parameters. +This step allows the SDK to recognize DQN bot. ```js await insertCoin({ ... other parameters, - enableBots: true, // Signals the SDK to activate bot + enableBots: true, // Activate the bot in the SDK botOptions: { - botClass: DQNBaseBot, // Specifies the DQN bot class + botClass: DQNBaseBot, // Specify the DQN bot class botParams: { - numberOfStates: x, // Replace 'x' with the number of states you want to pass to the agent + numberOfStates: x, // Replace 'x' with the number of states to pass to the agent numberOfActions: y, // Replace 'y' with the number of potential actions the bot can take - // OPTIONAL: Customize hyperparameters. If not specified, the following default values are utilized: + // OPTIONAL: Customize hyperparameters. following values would be used if not specified. specifications: { gamma: 0.75, // Discount factor for future rewards epsilon: 0.1, // Exploration rate in epsilon-greedy strategy @@ -53,32 +173,59 @@ await insertCoin({ }, // OPTIONAL: Automatically stores model weights to local storage and load while initialization of bot - // Defaults to true, won't retreive from local storage if weights are given + // Defaults to true, won't retrieve from local storage if weights are given retrieveFromLocalStorage: true } - // OPTIONAL: Enable training mode to visualize graph of iteration/rewards. + // OPTIONAL: Enable training mode to visualize a graph of iteration/rewards. trainingMode: true }, }); ``` +### 3. Try Your Bot in Playroom + +Once you have defined your bot, game host see a new `๐Ÿค– +` button to add bots to the game. Tap on the button to add a bot to the room. -### 3. Integrating DQN Bot Actions Within Game Loop + -To achieve a smooth gameplay experience, you'll incorporate the bot's decisions within your game loop: + +### 4. Integrating DQN Bot into the Game Loop + +After initialization, the player.isBot() method allows you to check if a player is a bot or a human player. You can use this information to integrate your bot's actions within the game loop, ensuring that it interacts with the game environment as intended. ```js -if (player.isBot()) { - const currentState = [/* array of x numbers or booleans representing the game state */]; - const chosenAction = player.bot.act(currentState); // Get the bot's chosen action based on the current state - // Implement the chosen action in the game - - // If you're training the bot, provide a reward based on the outcome of the chosen action - const rewardValue = computeReward(chosenAction); - player.bot.learn(rewardValue); +let players = []; +let chosenAction = undefined + +onPlayerJoin(async (player) => { + // Custom logic for handling player join events. + + // Appending player to players array in order to access it within gameloop + players.push(player); +}); + +function gameLoop() { + // Custom Logic + + for (const player in players) { + // Custom Logic + + // Bot usage + if (player.isBot()) { + const currentState = [/* array of x numbers or booleans representing the game state */]; + chosenAction = player.bot.act(currentState); // Get the bot's chosen action based on the current state + } + + // Game Logic - Implement the chosen action in the game + + if (player.isBot()) { + // If you're training the bot, provide a reward based on the outcome of the chosen action + const rewardValue = computeReward(chosenAction); + player.bot.learn(rewardValue); + } + } } ``` -To train the bot, continually provide rewards based on its actions to refine its decision-making capabilities. -If you wish to use the bot without additional training, simply utilize the DQN bot's decisions without supplying reward feedback. +To train the bot, continuously provide rewards based on its actions to refine its decision-making abilities. If you want to use the bot without additional training, simply utilize the DQN bot's decisions without supplying reward feedback. diff --git a/pages/bots/dqnbotjoystick.mdx b/pages/bots/dqnbotjoystick.mdx deleted file mode 100644 index 3aa9e03..0000000 --- a/pages/bots/dqnbotjoystick.mdx +++ /dev/null @@ -1,70 +0,0 @@ -# DQN Bot Integration with Playroom -## Overview -Enter the DQNBotJoystick, an extension of the already robust DQNBot offered by Playroom's SDK. -This specialized bot class harmoniously marries the capabilities of the DQN with the intuitive control of a joystick. -By allowing developers to input joystick configurations, the gameplay experience becomes more fluid, while still harnessing the intelligence of reinforcement learning. - -## How DQN Bot with Joystick Integration Works - -### 1. Import DQN Bot with Joystick -Start by importing the 'DQNBotJoystick' from the 'playroomkit' - -```js -import { insertCoin, onPlayerJoin, DQNBotJoystick } from 'playroomkit'; -``` - -### 2. Initialization Using insertCoin -Initiate the joystick-augmented DQN bot by using the insertCoin method, making sure to include your joystick configuration: - -```js -insertCoin({ - ... other parameters, - - enableBots: true, // Signals the SDK to activate the DQN bot - - botOptions: { - botClass: DQNBotJoystick, // Specifies the DQN bot class - - numberOfStates: x, // Replace 'x' with the number of states you want to pass to the agent. - - // Your joystick configuration here. Actions will be derived from this joystick config. - joystickConfig: { // Sample configuration - type: "dpad", - buttons: [ - {id: "jump", label: "Jump"} - ] - } - - // OPTIONAL: Weights, training mode, and other configurations can also be passed as DQN Bot - }, -}).then(() => { - // Callback or subsequent logic after the bot initialization completes -}); -``` - - -### 3. Fluid Game Loop Integration with Joystick Control -Interweave the joystick-driven bot decisions within your game loop to achieve a seamless gameplay experience: - -```js -if (player.isBot()) { - const currentState = [/* array of numbers or booleans defining the game state */]; - - // With the joystick configuration in place, just set the game state - player.setDQNBotState(currentState); - - // The DQNBotJoystick, equipped with your joystick configuration, will automatically set the corresponding action - // No need to explicitly extract or set the action - - // Reward the bot based on the outcome of its action, refining its decision-making process - const rewardValue = computeRewardForJoystickAction(); - player.setDQNBotReward(rewardValue); -} -``` - -To train the bot, continually provide rewards based on its actions to refine its decision-making capabilities. -If you wish to use the bot without additional training, simply utilize the DQN bot's decisions without supplying reward feedback. - -## Conclusion -The DQNBotJoystick offers game developers an amplified experience, combining the strategic depth of DQN with the tangible and immediate feedback of joystick controls. -Whether you're crafting intricate game scenarios or merely exploring reinforcement learning's potential, the joystick-augmented DQN bot promises a dynamic gaming adventure. \ No newline at end of file From 5b53c118cd765d593cead5952f8a0377a1e64226 Mon Sep 17 00:00:00 2001 From: Junaid Zaidi <51705693+junaidzaidi@users.noreply.github.com> Date: Wed, 25 Oct 2023 09:19:42 -0700 Subject: [PATCH 7/7] Added hyperparameters information --- pages/bots/dqnbot.mdx | 27 +++++++++++++++++++++++++-- 1 file changed, 25 insertions(+), 2 deletions(-) diff --git a/pages/bots/dqnbot.mdx b/pages/bots/dqnbot.mdx index c3f507a..a82b12c 100644 --- a/pages/bots/dqnbot.mdx +++ b/pages/bots/dqnbot.mdx @@ -62,7 +62,7 @@ await insertCoin({ iterations: previousIterationsCount, // Previous training iterations count rewards: previousRewardValue, // Cumulative reward from previous sessions - startTime: previousStartTime, // Start time from previous training sessions + elapsedTime: previousElapsedime, // Elapsed Time time from previous training sessions }, // OPTIONAL: Automatically stores model weights to local storage and load while initialization of bot @@ -76,6 +76,8 @@ await insertCoin({ }); ``` +You can find additional information about hyperparameters **[here:](#dqn-bot-hyperparameters)**. + ### 3. Try Your Bot in Playroom Once you have defined your bot, game host see a new `๐Ÿค– +` button to add bots to the game. Tap on the button to add a bot to the room. @@ -169,7 +171,7 @@ await insertCoin({ iterations: previousIterationsCount, // Previous training iterations count rewards: previousRewardValue, // Cumulative reward from previous sessions - startTime: previousStartTime, // Start time from previous training sessions + elapsedTime: previousElapsedime, // Elapsed Time from previous training sessions }, // OPTIONAL: Automatically stores model weights to local storage and load while initialization of bot @@ -183,6 +185,8 @@ await insertCoin({ }); ``` +You can find additional information about hyperparameters **[here:](#dqn-bot-hyperparameters)**. + ### 3. Try Your Bot in Playroom Once you have defined your bot, game host see a new `๐Ÿค– +` button to add bots to the game. Tap on the button to add a bot to the room. @@ -229,3 +233,22 @@ function gameLoop() { ``` To train the bot, continuously provide rewards based on its actions to refine its decision-making abilities. If you want to use the bot without additional training, simply utilize the DQN bot's decisions without supplying reward feedback. + +## Additional Information +### DQN Bot Hyperparameters + +1. **Gamma (Discount Factor):** A number between 0 and 1 (e.g., 0.75), it determines how much the agent cares about future rewards. A higher value (e.g., 0.9) makes the agent consider long-term rewards more. + +2. **Epsilon (Exploration Rate):** A value between 0 and 1 (e.g., 0.1) that controls the agent's exploration. A lower value (e.g., 0.05) makes the agent explore less and exploit known strategies more. + +3. **Alpha (Learning Rate):** A small value like 0.01 that influences how quickly the agent adapts to new information. Smaller values (e.g., 0.001) make learning more gradual. + +4. **Experience Replay:** It stores past experiences with a maximum size (e.g., 5000) and adds new experiences every few steps (e.g., every 25 steps). This helps the agent learn from its history. + +5. **Learning Steps per Iteration:** The number of learning steps the agent takes in one iteration (e.g., 10). A higher value (e.g., 20) can speed up learning but might be computationally expensive. + +6. **TD Error Clamp:** It's used to prevent large TD errors. TD errors measure the agent's prediction errors. The value (e.g., 1.0) determines the maximum allowed error. + +7. **Number of Hidden Units:** The number of neurons in the hidden layer of the agent's neural network (e.g., 100). More units may capture complex patterns but can require more computational resources. + +These values can be adjusted based on your specific game and training requirements. \ No newline at end of file