---
title: Learning Paths Index
type: index
status: stable
created: 2024-02-07
tags:
  - learning
  - paths
  - index
semantic_relations:
  - type: organizes
    links:
      - [[active_inference]]
      - [[pomdp_framework]]
      - [[swarm_intelligence]]
---

# Learning Paths Index

## Core Learning Paths

### Theoretical Foundations
- [[learning_paths/active_inference|Active Inference]]
- [[learning_paths/free_energy_principle|Free Energy Principle]]
- [[learning_paths/predictive_processing|Predictive Processing]]

### Implementation Frameworks
- [[learning_paths/pomdp_framework|POMDP Framework]]
- [[learning_paths/continuous_time|Continuous Time Framework]]
- [[learning_paths/swarm_intelligence|Swarm Intelligence]]

### Mathematical Foundations
- [[learning_paths/probability_theory|Probability Theory]]
- [[learning_paths/information_theory|Information Theory]]
- [[learning_paths/variational_methods|Variational Methods]]

## Advanced Paths

### Advanced Theory
- [[learning_paths/hierarchical_models|Hierarchical Models]]
- [[learning_paths/multi_agent_systems|Multi-Agent Systems]]
- [[learning_paths/complex_systems|Complex Systems]]

### Advanced Implementation
- [[learning_paths/advanced_pomdp|Advanced POMDP]]
- [[learning_paths/advanced_active_inference|Advanced Active Inference]]
- [[learning_paths/advanced_swarm|Advanced Swarm Systems]]

### Advanced Mathematics
- [[learning_paths/differential_geometry|Differential Geometry]]
- [[learning_paths/category_theory|Category Theory]]
- [[learning_paths/information_geometry|Information Geometry]]

## Specialization Paths

### Application Domains
- [[learning_paths/robotics|Robotics]]
- [[learning_paths/cognitive_systems|Cognitive Systems]]
- [[learning_paths/social_systems|Social Systems]]

### Research Areas
- [[learning_paths/computational_neuroscience|Computational Neuroscience]]
- [[learning_paths/artificial_life|Artificial Life]]
- [[learning_paths/evolutionary_systems|Evolutionary Systems]]

### Development Focus
- [[learning_paths/software_engineering|Software Engineering]]
- [[learning_paths/system_design|System Design]]
- [[learning_paths/performance_optimization|Performance Optimization]]

## Integration Paths

### Framework Integration
- [[learning_paths/pytorch_development|PyTorch Development]]
- [[learning_paths/tensorflow_development|TensorFlow Development]]
- [[learning_paths/jax_development|JAX Development]]

### Tool Integration
- [[learning_paths/visualization_tools|Visualization Tools]]
- [[learning_paths/analysis_tools|Analysis Tools]]
- [[learning_paths/development_tools|Development Tools]]

### System Integration
- [[learning_paths/environment_integration|Environment Integration]]
- [[learning_paths/hardware_integration|Hardware Integration]]
- [[learning_paths/cloud_deployment|Cloud Deployment]]

## Project Paths

### Basic Projects
- [[learning_paths/basic_agent|Basic Agent Development]]
- [[learning_paths/simple_environment|Simple Environment]]
- [[learning_paths/basic_simulation|Basic Simulation]]

### Advanced Projects
- [[learning_paths/ant_colony|Ant Colony Simulation]]
- [[learning_paths/robot_control|Robot Control]]
- [[learning_paths/multi_agent|Multi-Agent System]]

### Research Projects
- [[learning_paths/research_implementation|Research Implementation]]
- [[learning_paths/experiment_design|Experiment Design]]
- [[learning_paths/result_analysis|Result Analysis]]

## Learning Resources

### Documentation
- [[docs/guides/documentation|Documentation Guide]]
- [[docs/guides/api_documentation|API Documentation]]
- [[docs/guides/example_documentation|Example Documentation]]

### Tutorials
- [[tutorials/getting_started|Getting Started]]
- [[tutorials/basic_concepts|Basic Concepts]]
- [[tutorials/advanced_topics|Advanced Topics]]

### Examples
- [[examples/implementation|Implementation Examples]]
- [[examples/applications|Application Examples]]
- [[examples/research|Research Examples]]

## Assessment and Progress

### Knowledge Assessment
- [[assessment/theoretical_knowledge|Theoretical Knowledge]]
- [[assessment/practical_skills|Practical Skills]]
- [[assessment/research_capabilities|Research Capabilities]]

### Project Evaluation
- [[evaluation/implementation_quality|Implementation Quality]]
- [[evaluation/documentation_quality|Documentation Quality]]
- [[evaluation/research_quality|Research Quality]]

### Progress Tracking
- [[progress/learning_objectives|Learning Objectives]]
- [[progress/skill_development|Skill Development]]
- [[progress/project_completion|Project Completion]]

## Related Resources

### Knowledge Base
- [[knowledge_base/cognitive/learning_theory|Learning Theory]]
- [[knowledge_base/cognitive/skill_acquisition|Skill Acquisition]]
- [[knowledge_base/cognitive/expertise_development|Expertise Development]]

### Implementation Guides
- [[guides/implementation/best_practices|Best Practices]]
- [[guides/implementation/patterns|Implementation Patterns]]
- [[guides/implementation/optimization|Optimization Techniques]]

### Research Resources
- [[research/methodologies|Research Methodologies]]
- [[research/tools|Research Tools]]
- [[research/publications|Research Publications]]