lex-agentic-learning

Domain consolidation gem for learning, adaptation, and knowledge acquisition. Bundles 14 source extensions into one loadable unit under Legion::Extensions::Agentic::Learning.

Overview

Gem: lex-agentic-learning Version: 0.1.1 Namespace: Legion::Extensions::Agentic::Learning

Sub-Modules

Sub-Module	Source Gem	Purpose
Learning::Curiosity	lex-curiosity	Intrinsic curiosity — knowledge gap detection, wonder queue, salience decay
Learning::EpistemicCuriosity	lex-epistemic-curiosity	Information-gap theory — specific vs. diversive curiosity
Learning::Hebbian	lex-hebbian-assembly	Cell assembly formation — neurons that fire together wire together
Learning::Habit	lex-habit	Habit formation — action sequence pattern recognition, maturity stages
Learning::LearningRate	lex-learning-rate	Dynamic learning rate adaptation based on accuracy and stability
Learning::MetaLearning	lex-meta-learning	Learning-to-learn — strategy selection per domain
Learning::PreferenceLearning	lex-preference-learning	Learns stable preferences from choices over time
Learning::Procedural	lex-procedural-learning	Skill acquisition through practice — automatization
Learning::Anchoring	lex-anchoring	Anchoring bias in estimation
Learning::Plasticity	lex-cognitive-plasticity	Neural-style plasticity — synaptic weight adjustment
Learning::Scaffolding	lex-cognitive-scaffolding	Temporary learning assists that fade as competence grows
Learning::Fermentation	lex-cognitive-fermentation	Time-based transformation of knowledge
Learning::Chrysalis	lex-cognitive-chrysalis	Metamorphic state change — transformation through withdrawal
Learning::Catalyst	lex-cognitive-catalyst	Accelerating cognitive transformation

Actors

• Learning::Hebbian::Actors::Decay — interval actor, decays Hebbian assembly connection strength
• Learning::PreferenceLearning::Actors::Decay — interval actor, decays older preference observations

Installation

gem 'lex-agentic-learning'

Development

bundle install
bundle exec rspec        # 1316 examples, 0 failures
bundle exec rubocop      # 0 offenses

License

MIT