alec-tschantz / action-orientedLinks
Repository for "Learning action-oriented models through active inference"
☆12Updated 5 years ago
Alternatives and similar repositories for action-oriented
Users that are interested in action-oriented are comparing it to the libraries listed below
Sorting:
- Reinforcement Learning through Active Inference☆78Updated 5 years ago
- 🧊 🚩Comparison of active inference, q-learning and bayesian rl using modified FrozenLake environment☆34Updated 5 years ago
- ☆41Updated 3 years ago
- Code for the paper Deep Active Inference as Variational Policy Gradients.☆26Updated 6 years ago
- ☆30Updated 6 years ago
- Predictive coding in Python☆70Updated last year
- Tutorial material on active Bayesian inference from the Computational Psychiatry Conference in Zurich 2018☆34Updated 5 years ago
- Code for simulations in "Computational mechanisms of curiosity and goal-directed exploration"☆10Updated 5 years ago
- Free Energy Principle and Active Inference tutorials for newbies☆50Updated 5 years ago
- Deep active inference agents using Monte-Carlo methods☆96Updated 6 months ago
- ☆14Updated 3 years ago
- Code and data for People construct simplified mental representations to plan☆23Updated 2 years ago
- A repository for major/influential FEP and active inference papers.☆214Updated 4 years ago
- Supplementary scripts for Step-by-step active inference modelling tutorial☆126Updated last year
- Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686☆145Updated 4 years ago
- The COntextual INference (COIN) model☆25Updated last year
- A short conceptual replication of "Prefrontal cortex as a meta-reinforcement learning system" in Jax.☆17Updated 2 years ago
- ☆35Updated 8 years ago
- A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)☆18Updated 5 years ago
- ☆26Updated 4 years ago
- Research of a deep predictive coding model for unsupervised representation learning from video and audio data.☆31Updated 6 years ago
- Support material for MAT6115, Université de Montréal, Fall 2018☆28Updated last year
- Active inference implementation of dynamic multi-armed bandits☆21Updated 6 months ago
- neuronal message passing☆19Updated 7 years ago
- Animal-AI 3☆65Updated 2 years ago
- Animal-AI supports interdisciplinary research to help better understand human, animal, and artificial cognition.☆85Updated 2 months ago
- Neural model of hierarchical reinforcement learning☆16Updated 8 years ago
- A toy model of Friston's active inference in Tensorflow☆41Updated 8 years ago
- repository for grid cell network code☆71Updated 2 years ago
- Code for "Biologically plausible learning in recurrent neural networks", Miconi et al. eLife 2017☆37Updated 6 years ago