pl-robotdecision / tutorials-active-inferenceLinks
Free Energy Principle and Active Inference tutorials for newbies
☆49Updated 4 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.☆200Updated 4 years ago
- Predictive coding in Python☆67Updated last year
- Supplementary scripts for Step-by-step active inference modelling tutorial☆120Updated 9 months ago
- Deep active inference agents using Monte-Carlo methods☆90Updated last month
- Code and data for People construct simplified mental representations to plan☆23Updated last year
- Code for the paper Deep Active Inference as Variational Policy Gradients.☆24Updated 5 years ago
- A short conceptual replication of "Prefrontal cortex as a meta-reinforcement learning system" in Jax.☆17Updated 2 years ago
- Reinforcement Learning through Active Inference☆76Updated 5 years ago
- A library for neuroscience-inspired navigation and decision making research.☆205Updated 6 months ago
- ☆41Updated 2 years ago
- 🧊 🚩Comparison of active inference, q-learning and bayesian rl using modified FrozenLake environment☆34Updated 5 years ago
- Models of Sequential Decision-Making☆51Updated 6 months ago
- A python implementation of active inference for Markov Decision Processes☆9Updated 5 years ago
- Animal-AI supports interdisciplinary research to help better understand human, animal, and artificial cognition.☆74Updated last month
- A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)☆18Updated 5 years ago
- Python implementation of a Minimal Active Inference Agent☆17Updated 2 years ago
- ☆23Updated 3 years ago
- ☆13Updated 2 years ago
- PushWorld: A benchmark for manipulation planning with tools and movable obstacles☆83Updated last year
- ☆38Updated last month
- ☆11Updated 4 years ago
- Repository hosting the code associated with "Unsupervised Behaviour Discovery with Quality-Diversity Optimisation"☆13Updated 4 years ago
- Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686☆139Updated 4 years ago
- Flexible modulation of sequence generation in the entorhinal-hippocampal system.☆13Updated 3 years ago
- Inverse optimal control for continuous psychophysics☆27Updated last month
- Active inference implementation of dynamic multi-armed bandits☆19Updated last month
- ☆26Updated 4 years ago
- Neurorobotics 2020☆17Updated last year
- The COntextual INference (COIN) model☆23Updated last year
- Tutorials on learning and using successor representations.☆52Updated 5 years ago