alec-tschantz / rl-inferenceView external linksLinks
Reinforcement Learning through Active Inference
☆81Apr 27, 2020Updated 5 years ago
Alternatives and similar repositories for rl-inference
Users that are interested in rl-inference are comparing it to the libraries listed below
Sorting:
- Repository for "Learning action-oriented models through active inference"☆12May 11, 2020Updated 5 years ago
- Deep active inference agents using Monte-Carlo methods☆97Jun 14, 2025Updated 8 months ago
- ☆26Jan 13, 2021Updated 5 years ago
- A Python implementation of active inference for Markov Decision Processes☆611Updated this week
- A toy model of Friston's active inference in Tensorflow☆41Jul 28, 2017Updated 8 years ago
- A repository for major/influential FEP and active inference papers.☆219Jun 28, 2021Updated 4 years ago
- 🧊 🚩Comparison of active inference, q-learning and bayesian rl using modified FrozenLake environment☆34Feb 12, 2020Updated 6 years ago
- [NeurIPS 2021] World modelling and action learning using a contrastive formulation of the active inference framework, for reaching visual…☆14Jan 22, 2024Updated 2 years ago
- Supplementary scripts for Step-by-step active inference modelling tutorial☆126Oct 9, 2024Updated last year
- Code for the paper Deep Active Inference as Variational Policy Gradients.☆27Dec 20, 2019Updated 6 years ago
- Tutorial material on active Bayesian inference from the Computational Psychiatry Conference in Zurich 2018☆34May 22, 2020Updated 5 years ago
- Implementation of an active inference capsule☆16Jun 2, 2021Updated 4 years ago
- Minimal version of an active inference controller applied to a 7-DOF robot arm☆34Oct 20, 2021Updated 4 years ago
- ☆30Oct 26, 2019Updated 6 years ago
- A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)☆18Jul 28, 2020Updated 5 years ago
- General framework for Bayesian inversion of continuous hierarchical models☆10Sep 20, 2021Updated 4 years ago
- 🔍 Codebase for the ICML '20 paper "Ready Policy One: World Building Through Active Learning" (arxiv: 2002.02693)☆18Jul 6, 2023Updated 2 years ago
- PlaNet: Learning Latent Dynamics for Planning from Pixels☆10Feb 13, 2020Updated 6 years ago
- MuJoCo models for Unitree Robots☆12Nov 24, 2021Updated 4 years ago
- The implementation of "The Kanerva Machine" with Pytorch and Pyro☆12Jun 14, 2018Updated 7 years ago
- Count based exploration with the successor representation for Unity ML's Pyramid☆12Jun 19, 2019Updated 6 years ago
- Content of the Active Inference Journal☆41Oct 23, 2025Updated 3 months ago
- Code for Optimistic Exploration even with a Pessimistic Initialisation☆14Aug 4, 2020Updated 5 years ago
- Code for reproducing experiments in Model-Based Active Exploration, ICML 2019☆81Jul 23, 2019Updated 6 years ago
- The implementation of Discriminator Soft Actor Critic☆15Jan 25, 2020Updated 6 years ago
- Python implementation of a Minimal Active Inference Agent☆17Feb 9, 2023Updated 3 years ago
- Predictive coding in Python☆70Mar 30, 2024Updated last year
- Open source code combining implementations of Upside Down Reinforcement Learning and Reward Conditioned Policies☆19Mar 10, 2021Updated 4 years ago
- Active inference implementation of dynamic multi-armed bandits☆20Jun 25, 2025Updated 7 months ago
- neuronal message passing☆19Oct 30, 2018Updated 7 years ago
- Motion imitation with deep reinforcement learning.☆13Jul 24, 2019Updated 6 years ago
- Mutual Information State Intrinsic Control (ICLR 2021 Spotlight)☆38Mar 1, 2021Updated 4 years ago
- Repository for "The Landscape of Causal Discovery Data: Grounding Causal Discovery in Real-World Applications"☆11May 30, 2025Updated 8 months ago
- Clockwork VAEs in JAX/Flax☆32Jul 16, 2021Updated 4 years ago
- Official Implementation for the paper "SR-AIF: Solving Sparse-Reward Robotic Tasks from Pixels with Active Inference and World Models"☆64Sep 6, 2025Updated 5 months ago
- Code for the paper "D2RL: Deep Dense Architectures for Reinforcement Learning"☆39Jan 22, 2021Updated 5 years ago
- ☆11Nov 2, 2023Updated 2 years ago
- dynamic planning, hybrid models, hierarchical active inference, tool use☆13Jun 13, 2025Updated 8 months ago
- ☆125Aug 9, 2023Updated 2 years ago