├── .github ├── chained_cue_navigation_v1.gif ├── chained_cue_navigation_v2.gif ├── pymdp_logo_2-removebg.png ├── pymdp_logo_2.jpeg └── workflows │ ├── python-package.yml │ └── test.yaml ├── .gitignore ├── .readthedocs.yml ├── CONTRIBUTING.md ├── LICENSE ├── README.md ├── docs ├── Makefile ├── _static │ └── pymdp_logo_2-removebg.png ├── agent.rst ├── algos │ ├── fpi.rst │ ├── index.rst │ └── mmp.rst ├── conf.py ├── control.rst ├── env.rst ├── index.rst ├── inference.rst ├── installation.rst ├── learning.rst ├── make.bat ├── notebooks │ ├── active_inference_from_scratch.ipynb │ ├── cue_chaining_demo.ipynb │ ├── free_energy_calculation.ipynb │ ├── pymdp_fundamentals.ipynb │ ├── tmaze_demo.ipynb │ └── using_the_agent_class.ipynb └── requirements.txt ├── examples ├── __init__.py ├── agent_demo.ipynb ├── agent_demo.py ├── building_up_agent_loop.ipynb ├── free_energy_calculation.ipynb ├── gridworld_tutorial_1.ipynb ├── gridworld_tutorial_2.ipynb ├── inductive_inference_example.ipynb ├── inductive_inference_gridworld.ipynb ├── inference_and_learning │ └── inference_methods_comparison.ipynb ├── learning │ └── learning_gridworld.ipynb ├── model_inversion.ipynb ├── testing_large_latent_spaces.ipynb ├── tmaze_demo.ipynb └── tmaze_learning_demo.ipynb ├── paper ├── paper.bib └── paper.md ├── pymdp ├── __init__.py ├── agent.py ├── algos │ ├── __init__.py │ ├── fpi.py │ ├── mmp.py │ └── mmp_old.py ├── control.py ├── default_models.py ├── envs │ ├── __init__.py │ ├── env.py │ ├── grid_worlds.py │ ├── tmaze.py │ └── visual_foraging.py ├── inference.py ├── jax │ ├── __init__.py │ ├── agent.py │ ├── algos.py │ ├── control.py │ ├── inference.py │ ├── learning.py │ ├── likelihoods.py │ ├── maths.py │ ├── task.py │ └── utils.py ├── learning.py ├── maths.py └── utils.py ├── requirements.txt ├── setup.py └── test ├── __init__.py ├── matlab_crossval ├── generation │ ├── bmr_matlab_test_a.m │ ├── bmr_matlab_test_b.m │ ├── mmp_matlab_test_a.m │ ├── mmp_matlab_test_b.m │ ├── mmp_matlab_test_c.m │ ├── mmp_matlab_test_d.m │ ├── run_mmp.m │ ├── vb_x_matlab_test_1a.m │ └── vb_x_matlab_test_1b.m └── output │ ├── bmr_test_a.mat │ ├── bmr_test_b.mat │ ├── cross_a.mat │ ├── cross_b.mat │ ├── cross_c.mat │ ├── cross_d.mat │ ├── cross_e.mat │ ├── dot_a.mat │ ├── dot_b.mat │ ├── dot_c.mat │ ├── dot_d.mat │ ├── dot_e.mat │ ├── mmp_a.mat │ ├── mmp_b.mat │ ├── mmp_c.mat │ ├── mmp_d.mat │ ├── vbx_test_1a.mat │ ├── wnorm_a.mat │ └── wnorm_b.mat ├── test_SPM_validation.py ├── test_agent.py ├── test_agent_jax.py ├── test_control.py ├── test_control_jax.py ├── test_demos.py ├── test_fpi.py ├── test_inference.py ├── test_inference_jax.py ├── test_learning.py ├── test_learning_jax.py ├── test_message_passing_jax.py ├── test_mmp.py ├── test_utils.py └── test_wrappers.py /.github/chained_cue_navigation_v1.gif: -------------------------------------------------------------------------------- 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