infer-actively / pymdpLinks
A Python implementation of active inference for Markov Decision Processes
☆528Updated this week
Alternatives and similar repositories for pymdp
Users that are interested in pymdp are comparing it to the libraries listed below
Sorting:
- Supplementary scripts for Step-by-step active inference modelling tutorial☆116Updated 7 months ago
- A repository for major/influential FEP and active inference papers.☆194Updated 3 years ago
- Deep active inference agents using Monte-Carlo methods☆89Updated 3 years ago
- Predictive coding in Python☆65Updated last year
- A library for neuroscience-inspired navigation and decision making research.☆207Updated 4 months ago
- A python package for simulating movement and spatial cell types (e.g. place cells, grid cells) in continuous environments.☆226Updated last week
- A curated collection of neuroscience tasks with a common interface.☆282Updated this week
- Reinforcement Learning through Active Inference☆72Updated 5 years ago
- ☆190Updated 2 years ago
- A repository collating interesting and/or influential predictive coding papers☆84Updated 3 years ago
- Implementation of the Tolman Eichenbaum Machine in pytorch☆154Updated 3 years ago
- PyHGF: A neural network library for predictive coding☆82Updated 3 weeks ago
- ☆30Updated last year
- Code to accompany the textbook "Modeling Neural Circuits Made Simple"☆147Updated 11 months ago
- Tutorial codes for modeling brains with neural nets☆226Updated 3 years ago
- A C++ implementation of active inference for POMDPs☆22Updated last year
- A toy model of Friston's active inference in Tensorflow☆40Updated 7 years ago
- Code for the paper Deep Active Inference as Variational Policy Gradients.☆24Updated 5 years ago
- Code and data for People construct simplified mental representations to plan☆23Updated last year
- Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"☆156Updated 4 years ago
- 🧊 🚩Comparison of active inference, q-learning and bayesian rl using modified FrozenLake environment☆34Updated 5 years ago
- tomsup 👍 Theory of Mind Simulation using Python. A package that allows for easy agent-based modelling of recursive Theory of Mind☆68Updated last year
- Free Energy Principle and Active Inference tutorials for newbies☆47Updated 4 years ago
- NGC-Learn: Neurobiological Systems Design and Simulation in Python☆152Updated last week
- STATS320: Statistical Methods for Neural Data Analysis☆194Updated this week
- Lu, Q., Hasson, U., & Norman, K. A. (2022). A neural network model of when to retrieve and encode episodic memories. eLife☆41Updated 3 years ago
- Landing page and repository for the 'Active Agents' tutorial held 17 July, 2024 at the 10th International Conference on Computational Soc…☆19Updated 3 months ago
- Some methods for comparing network representations in deep learning and neuroscience.☆138Updated 10 months ago
- Papers from the intersection of deep learning and neuroscience☆414Updated last week
- A framework to build and solve POMDP problems. Documentation: https://h2r.github.io/pomdp-py/☆247Updated last month