vschaik / Active-InferenceLinks
Python implementation of a Minimal Active Inference Agent
☆17Updated 2 years ago
Alternatives and similar repositories for Active-Inference
Users that are interested in Active-Inference are comparing it to the libraries listed below
Sorting:
- Deep active inference agents using Monte-Carlo methods☆96Updated 7 months ago
- A short conceptual replication of "Prefrontal cortex as a meta-reinforcement learning system" in Jax.☆18Updated 2 years ago
- Code for the paper Deep Active Inference as Variational Policy Gradients.☆27Updated 6 years ago
- Reinforcement Learning through Active Inference☆80Updated 5 years ago
- Free Energy Principle and Active Inference tutorials for newbies☆50Updated 5 years ago
- ☆26Updated 5 years ago
- Predictive coding in Python☆70Updated last year
- A repository for major/influential FEP and active inference papers.☆218Updated 4 years ago
- ☆42Updated 3 years ago
- 🧊 🚩Comparison of active inference, q-learning and bayesian rl using modified FrozenLake environment☆34Updated 5 years ago
- Code and data for People construct simplified mental representations to plan☆23Updated 2 years ago
- Supplementary scripts for Step-by-step active inference modelling tutorial☆126Updated last year
- A repository collating interesting and/or influential predictive coding papers☆90Updated 4 years ago
- ☆24Updated 4 years ago
- Tutorials on learning and using successor representations.☆54Updated 6 years ago
- Implementation of the Tolman Eichenbaum Machine in pytorch☆172Updated 3 years ago
- ☆14Updated 3 years ago
- [NeurIPS 2021] World modelling and action learning using a contrastive formulation of the active inference framework, for reaching visual…☆14Updated 2 years ago
- ☆11Updated 4 months ago
- NiceWebRL is a Python library for quickly making human subject experiments that leverage machine reinforcement learning environments.☆78Updated 3 weeks ago
- A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)☆18Updated 5 years ago
- Implementation of the two-step-task as described in "Prefrontal cortex as a meta-reinforcement learning system" and "Learning to Reinforc…☆59Updated 6 years ago
- ☆16Updated 2 years ago
- Recurrent state-space models for decision making☆30Updated 3 years ago
- PyTorch implementation of Episodic Meta Reinforcement Learning on variants of the "Two-Step" task. Reproduces the results found in three …☆36Updated 5 years ago
- A library for neuroscience-inspired navigation and decision making research.☆210Updated last year
- repository for grid cell network code☆73Updated 3 years ago
- A Python implementation of active inference for Markov Decision Processes☆608Updated this week
- Flexible modulation of sequence generation in the entorhinal-hippocampal system.☆13Updated 3 years ago
- Implementation of an active inference capsule☆16Updated 4 years ago