PART 9: Implement full bi-directional communication over WebSocket/LP/SSE

ai/framework.go

@@ -8,18 +8,27 @@ package ai
 	SHOULD PROVIDE ABSTRACTION FOR ELASTICFEED ENGINE AND SERVER-PLUGIN LOGIC.
 
 	- Support for ANN: new, train, predict, grow, optimise
-	- Support for GA: new, simulate
-
-	- Recognition: Photo, Songs, Video
-	- Transformations: FFT, ...
-
-	- Filtering
-	- Sorting
-	- Aggregation
-
-	- Compressing
-	- Export/Import
-	- Transcoding
+	 - unidirectional
+	 - bidirectional / RNN (recurrent)
+	 - ********************************
+	 - Continuous-time Recurrent Neural Network CTRNN
+	 - Multiple Timescales Recurrent Neural Network MTRNN
+	 - ********************************
+	 - steps: network architecture, learning rule, activation updating function
+
+	- Support for Genethic Algorithms: new, simulate
+
+	- Requirements:
+	 - Recognition: Photo, Songs, Video
+	 - Transformations: FFT, ...
+	 - ********************************
+	 - Filtering
+	 - Sorting
+	 - Aggregation
+	 - ********************************
+	 - Compressing
+	 - Export/Import
+	 - Transcoding
  */
 
 func init() {}

population/hvs.go

@@ -0,0 +1,46 @@
+package population
+
+import (
+	"github.com/feedlabs/elasticfeed/population/vhs"
+)
+
+/*
+
+	*******************************
+	*   Virtual Human Surrogate   *
+	*******************************
+
+
+	- SHOULD DEFINE PRIVATE VIRTUAL PERSONALITY
+	- SHOULD DEFINE INPUT LANGUAGE AND CHANNEL
+	- SHOULD DEFINE OUTPUT LANGUAGE AND CHANNEL
+	- SHOULD DEFINE MOBILITY FEATURES
+	- ...
+
+*/
+
+type VHSController struct {
+	pvp *PVPController
+
+	communicator vhs.Communicator
+}
+
+func (this *VHSController) Query(query interface {}) interface {} {
+	return this.communicator.Query(this.pvp, query)
+}
+
+func (this *VHSController) Train(train interface {}) interface {} {
+	return this.communicator.Query(this.pvp, train)
+}
+
+func (this *VHSController) GetPVP() *PVPController {
+	return this.pvp
+}
+
+func (this *VHSController) GetCommunicator() vhs.Communicator {
+	return this.communicator
+}
+
+func NewVirtualHumanSurrogate(communicator vhs.Communicator) *VHSController {
+	return &VHSController{nil, communicator}
+}

population/pvp.go

@@ -1,17 +1,11 @@
 package population
 
 /*
+
 	***********************************
 	*   Private Virtual Personality   *
 	***********************************
 
-	https://en.wikipedia.org/wiki/Talk%3APrivate_virtual_personality
-
-	VI vs AI
-
-	A VI is restricted to certain responses and actions, and can't become self-aware,
-	while an AI is free to think how it likes and is self-aware.
-
  */
 
 type PVPController struct {
@@ -34,27 +28,56 @@ type PVPController struct {
 
 }
 
-func (this *PVPController) Train() {
+func (this *PVPController) Train(train interface{}) interface{} {
 	/*
 		PVP LEARNS VIA HUMAN TEACHING
 		- CARROT/STICK METHOD
-		- MOOD DETECTION
 		- ...
+
+		TRAIN PACKAGE:
+		- HUMAN ENVIRONMENT SENSORS STATUS
+		- SUBJECT KNOWLEDGE
+		- HUMAN DECISION
+		- LIFETIME ACTIVITY&KNOWLEDGE
 	 */
+
+	return map[string]interface{}{
+		"train": "success",
+	}
 }
 
-func (this *PVPController) Query() {
+func (this *PVPController) Query(query interface{}) interface{} {
 	/*
 		QUESTION WITH LOGIC ANSWER: YES/NO
 
-		QUESTION WITH PROBABILITY ANSWER: MAYBE YES, MAYBE NOT
+		QUESTION WITH PROBABILITY ANSWER: MOST LIKELY, MAYBE, PROBABLY YES/NO
 
 		QUESTION ABOUT LIKENESS OF SUBJECT: LIKE/DISLIKE
 
-		QUESTION ABOUT LIKENESS OF PRICE: LIKE/DISLIKE
+		QUESTION ABOUT LIKENESS OF PRICE: CHEAP/LUXURY
 
 		QUESTION ABOUT MOOD: GOOD, BAD, SAD
+
+		QUESTION ABOUT BEHAVIOUR TODAY/TOMORROW: IDLE, SHOPPING, READING...
+
+		QUESTION ABOUT ABILITY TO LEARN: LOW/MEDIUM/HIGH
 	 */
+
+	return map[string]interface{}{
+		"query": "response",
+	}
+}
+
+func (this *PVPController) AskMood(query interface{}) interface{} {
+	return this.Query(query)
+}
+
+func (this *PVPController) AskLike(query interface{}) interface{} {
+	return this.Query(query)
+}
+
+func (this *PVPController) AskPriceAcceptance(query interface{}) interface{} {
+	return this.Query(query)
 }
 
 // SUPER GOAL: Artificial Intelligence
@@ -75,10 +98,10 @@ func (this *PVPController) GetAI() {
 
 		THE COMBINATION OF:
 		- TRAINING USING CURRENT SENSORS
+		- TRAINING USING CURRENT DECISIONS
 		- CURRENT BRAIN STATE
-		- CURRENT INDICES
-		- CURRENT METRICS OF ACTIONS, BEHAVIOURS
-		- CURRENT HABITS
+		- CURRENT KNOWLEDGE/INDICES
+		- CURRENT METRICS OF BEHAVIOURS, HABITS, ABILITIES, MOODS
 		- ...
 		********************************************
 	 */

population/pvp/decision.go

@@ -0,0 +1,10 @@
+package pvp
+
+type DecisionController struct {
+
+	/*
+		- ACTIONS: click, skip, like, scroll-back, returned
+		- TIME AXIS BASED
+	 */
+
+}

population/pvp/environment.go

@@ -0,0 +1,9 @@
+package pvp
+
+type EnvironmentController struct {
+	/*
+		- NETWORK: 3G, Wifi
+		- PLACE: HOME, OFFICE
+		- ...
+	 */
+}

population/pvp/fact.go

@@ -0,0 +1,11 @@
+package pvp
+
+type FactController struct {
+	/*
+		- AGE
+		- SEX
+		- HEIGHT
+		- WEIGHT
+		- ...
+	 */
+}

population/pvp/knowledge.go

@@ -0,0 +1,3 @@
+package pvp
+
+type KnowledgeController struct {}

population/pvp/system_big3/approach.go

@@ -0,0 +1,10 @@
+package big3
+
+type ApproachController struct {
+	/*
+		- help
+		- intimacy
+		- success
+		- dominance
+	 */
+}

population/pvp/system_big3/avoidance.go

@@ -0,0 +1,10 @@
+package big3
+
+type AvoidanecController struct {
+	/*
+		- avoid harm
+		- avoid disappointment
+		- avoid failure
+		- avoid financial loss
+	 */
+}

population/pvp/system_big3/behavior.go

@@ -0,0 +1,14 @@
+package big3
+
+type BehaviorController struct {
+	/*
+		- help
+		- intimacy
+		- success
+		- dominance
+		- avoid harm
+		- avoid disappointment
+		- avoid failure
+		- avoid financial loss
+	 */
+}

population/pvp/system_big3/situation_goal.go

@@ -0,0 +1,9 @@
+package big3
+
+type SituationGoalController struct {
+	/*
+		- S1
+		- ...
+		- S8
+	 */
+}

population/pvp/system_big3/situation_resource.go

@@ -0,0 +1,9 @@
+package big3
+
+type SituationResourceController struct {
+	/*
+		- R1
+		- ...
+		- R8
+	 */
+}

population/pvp/trait/ability.go

@@ -0,0 +1,11 @@
+package trait
+
+type AbilityController struct {
+	/*
+		- FAST LEARN
+		- IGNORANT
+		- OPTIMISTIC
+		- PESIMISTIC
+		- ...
+	 */
+}

population/pvp/trait/behaviour.go

@@ -0,0 +1,10 @@
+package trait
+
+type BehaviourController struct {
+	/*
+		- CLICKING FROM LEFT ONLY
+		- CLICKING FROM RIGHT ONLY
+		- CLICKING TOP ONLY
+		- CLICKING BOTTOM ONLY
+	 */
+}

population/pvp/trait/habit.go

@@ -0,0 +1,9 @@
+package trait
+
+type HabitController struct {
+	/*
+		- CLICKING ORDER
+		- TIME TO VISIT
+		- ...
+	 */
+}

population/pvp/trait/mood.go

@@ -0,0 +1,12 @@
+package trait
+
+type MoodController struct {
+	/*
+		- EROTIC
+		- NATURE
+		- CAR
+		- FASHION
+		- MOTO
+		- ...
+	 */
+}

population/vhs/communicator.go

@@ -0,0 +1,7 @@
+package vhs
+
+type Communicator interface {
+
+	Query(interface {}, interface {}) interface {}
+	Train(interface {}, interface {}) interface {}
+}

population/vhs/communicator/audio.go

@@ -0,0 +1 @@
+package communicator

population/vhs/communicator/elasticfeed_protocol.go

@@ -0,0 +1 @@
+package communicator

population/vhs/communicator/video_audio.go

@@ -0,0 +1 @@
+package communicator