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Installation & Usage

  • Installation
  • pymdp Fundamentals
  • Tutorial 1: Active inference from scratch
  • Tutorial 2: the Agent API

Examples

  • Active Inference Demo: T-Maze Environment
  • Active Inference Demo: Epistemic Chaining

Modules

  • Inference
  • Control
  • Learning
  • Algos

Agent and environment API

  • Agent class
  • Env

Additional learning materials

  • Computing the variational free energy in categorical models
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