cognitive/knowledge_base/index.md

title	type	status	created	tags	semantic_relations
Knowledge Base Index	index	stable	2024-02-07	index knowledge organization	type links organizes mathematics cognitive systems agents

Cognitive Modeling Knowledge Base

Core Domains

Mathematics

• mathematics/probability_theory
• mathematics/information_theory
• mathematics/variational_methods
• mathematics/free_energy_theory
• mathematics/active_inference_theory

Cognitive Science

• cognitive/cognitive_science
• cognitive/predictive_processing
• cognitive/active_inference
• cognitive/free_energy_principle
• cognitive/cognitive_phenomena

Systems Theory

• systems/systems_theory
• cognitive/complex_systems_biology
• cognitive/emergence_self_organization

Agent Architectures

• agents/GenericPOMDP/README
• agents/Continuous_Time/README

Cross-Domain Relationships

Mathematical Foundations → Cognitive Processes

• mathematics/probability_theory → cognitive/bayesian_brain
• mathematics/free_energy_theory → cognitive/free_energy_principle
• mathematics/information_theory → cognitive/information_processing

Cognitive Processes → Agent Implementations

• cognitive/active_inference → agents/GenericPOMDP/active_inference_agent
• cognitive/predictive_processing → agents/Continuous_Time/predictive_agent

Systems → Cognitive Emergence

• systems/systems_theory → cognitive/emergence_self_organization
• cognitive/complex_systems_biology → cognitive/collective_behavior

Implementation Examples

• examples/active_inference_basic
• examples/pomdp_agent
• examples/continuous_time

Research Areas

• research/active_inference_applications
• research/cognitive_architectures
• research/agent_learning

Related Documentation

• docs/guides/implementation_guides
• docs/api/api_documentation
• docs/concepts/cognitive_modeling_concepts