environmental_learning_engine (agents v0.2.0)

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Summary

Functions

Functions

abstract_environmental_features(LearningPid, EnvironmentalData)

adapt_behavioral_patterns(LearningPid, BehaviorPattern, Feedback)

adapt_learning_strategies(LearningPid, PerformanceData, Context)

adapt_to_environment(LearningPid, EnvironmentalChange)

build_environmental_model(LearningPid, EnvironmentalData)

build_predictive_model(LearningPid, ModelType)

code_change(OldVsn, State, Extra)

contextualize_learning(LearningPid, Learning, Context)

curiosity_driven_learning(LearningPid, CuriosityStimulus)

discover_environmental_patterns(LearningPid, AnalysisScope)

evolutionary_adaptation(LearningPid, SelectionPressure)

exploration_strategy_learning(LearningPid, ExplorationResults)

extract_environmental_rules(LearningPid, Observations)

form_environmental_abstractions(LearningPid, ConcreteExperiences)

generalize_environmental_knowledge(LearningPid, SpecificKnowledge)

handle_call(Request, From, State)

handle_cast(Msg, State)

handle_info(Info, State)

identify_similar_environments(LearningPid, CurrentEnvironment)

init(_)

learn_from_interaction(LearningPid, Interaction, Outcome)

learn_how_to_learn(LearningPid, LearningExperience)

meta_cognitive_learning(LearningPid, MetaCognitiveExperience)

model_temporal_dynamics(LearningPid, TemporalData)

novelty_detection_learning(LearningPid, NovelStimulus)

optimize_environmental_strategy(LearningPid, CurrentStrategy)

predict_environmental_changes(LearningPid, CurrentState)

reinforcement_learning_update(LearningPid, State, Action, Reward)

simulate_environmental_scenarios(LearningPid, ScenarioParameters)

start_link(Config)

surprise_based_learning(LearningPid, ExpectedOutcome, ActualOutcome)

terminate(Reason, State)

transfer_knowledge_across_contexts(LearningPid, SourceContext, TargetContext)

update_causal_model(LearningPid, CausalData, ModelId)

update_environmental_knowledge(LearningPid, NewKnowledge, Context)

validate_environmental_model(LearningPid, ModelId, ValidationData)