pl-robotdecision / tutorials-active-inferenceLinks
Free Energy Principle and Active Inference tutorials for newbies
☆50Updated 5 years ago
Alternatives and similar repositories for tutorials-active-inference
Users that are interested in tutorials-active-inference are comparing it to the libraries listed below
Sorting:
- A repository for major/influential FEP and active inference papers.☆212Updated 4 years ago
- Predictive coding in Python☆70Updated last year
- Supplementary scripts for Step-by-step active inference modelling tutorial☆124Updated last year
- Deep active inference agents using Monte-Carlo methods☆95Updated 5 months ago
- A short conceptual replication of "Prefrontal cortex as a meta-reinforcement learning system" in Jax.☆17Updated 2 years ago
- Code for the paper Deep Active Inference as Variational Policy Gradients.☆26Updated 5 years ago
- Code and data for People construct simplified mental representations to plan☆23Updated 2 years ago
- 🧊 🚩Comparison of active inference, q-learning and bayesian rl using modified FrozenLake environment☆34Updated 5 years ago
- A library for neuroscience-inspired navigation and decision making research.☆209Updated 10 months ago
- Reinforcement Learning through Active Inference☆78Updated 5 years ago
- ☆41Updated 3 years ago
- ☆47Updated last week
- Animal-AI supports interdisciplinary research to help better understand human, animal, and artificial cognition.☆84Updated 2 months ago
- Python implementation of a Minimal Active Inference Agent☆17Updated 2 years ago
- Tutorial material on active Bayesian inference from the Computational Psychiatry Conference in Zurich 2018☆34Updated 5 years ago
- ☆14Updated 3 years ago
- Tutorials on learning and using successor representations.☆54Updated 6 years ago
- Code for the paper "Gamma-Models: Generative Temporal Difference Learning for Infinite-Horizon Prediction"☆45Updated 2 years ago
- A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)☆18Updated 5 years ago
- Models of Sequential Decision-Making☆52Updated 10 months ago
- Code for simulations in "Computational mechanisms of curiosity and goal-directed exploration"☆10Updated 5 years ago
- NiceWebRL is a Python library for quickly making human subject experiments that leverage machine reinforcement learning environments.☆75Updated last week
- Active inference implementation of dynamic multi-armed bandits☆21Updated 5 months ago
- [NeurIPS 2021] World modelling and action learning using a contrastive formulation of the active inference framework, for reaching visual…☆13Updated last year
- ☆26Updated 4 years ago
- The COntextual INference (COIN) model☆25Updated last year
- PushWorld: A benchmark for manipulation planning with tools and movable obstacles☆88Updated last week
- ☆11Updated 4 years ago
- Modular Object-Oriented Games (MOOG): Python-based game engine for reinforcement learning, psychology, and neurophysiology.☆37Updated 3 months ago
- Animal-AI 3☆65Updated 2 years ago