Code for the paper Deep Active Inference as Variational Policy Gradients.
☆29Dec 20, 2019Updated 6 years ago
Alternatives and similar repositories for DeepActiveInference
Users that are interested in DeepActiveInference are comparing it to the libraries listed below
Sorting:
- [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
- Content of the Active Inference Journal☆42Oct 23, 2025Updated 4 months ago
- Deep active inference agents using Monte-Carlo methods☆100Jun 14, 2025Updated 9 months ago
- Reinforcement Learning through Active Inference☆83Apr 27, 2020Updated 5 years ago
- Landing page and repository for the 'Active Agents' tutorial held 17 July, 2024 at the 10th International Conference on Computational Soc…☆22Feb 8, 2025Updated last year
- repo for code for paper on general theory associative memory models☆22Jun 15, 2022Updated 3 years ago
- Active Inference & Category Theory☆10Mar 11, 2024Updated 2 years ago
- On efficient computation in active inference☆17May 31, 2024Updated last year
- A repository for major/influential FEP and active inference papers.☆225Jun 28, 2021Updated 4 years ago
- A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)☆18Jul 28, 2020Updated 5 years ago
- dynamic planning, hybrid models, hierarchical active inference, tool use☆13Jun 13, 2025Updated 9 months ago
- Implementation/simulation of active neural generative coding (ANGC) for training neurobiologically-plausible active inference agent model…☆22Feb 19, 2024Updated 2 years ago
- ☆11Jan 12, 2021Updated 5 years ago
- Reactive environments for self-learning agents☆23Nov 4, 2025Updated 4 months ago
- Predictive coding in Python☆69Mar 30, 2024Updated last year
- Implementation of Predictive Coding model for transfer learning in PyTorch☆30May 6, 2024Updated last year
- A Python implementation of active inference for Markov Decision Processes☆625Updated this week
- 🧊 🚩Comparison of active inference, q-learning and bayesian rl using modified FrozenLake environment☆34Feb 12, 2020Updated 6 years ago
- ☆30Oct 26, 2019Updated 6 years ago
- Experiments of the "Multi-Agent Trajectory Planning with NUV Priors" paper☆12Oct 14, 2024Updated last year
- Animal-AI supports interdisciplinary research to help better understand human, animal, and artificial cognition.☆87Oct 4, 2025Updated 5 months ago
- ☆23Mar 14, 2026Updated last week
- A generative model of compositionality in symmetric monoidal (Kleisli) categories☆12Oct 4, 2023Updated 2 years ago
- cadCAD implementation in Julia☆17Dec 13, 2024Updated last year
- Predictive Coding JAX-based library☆93Feb 24, 2026Updated 3 weeks ago
- Python scripts for simulating the Balanced Sequence Generator (BSG) introduced in the paper "Movement is governed by rotational neural dy…☆11Oct 21, 2022Updated 3 years ago
- Guarantee_Learning_Control☆11Sep 5, 2019Updated 6 years ago
- ☆42Aug 24, 2022Updated 3 years ago
- Flexible Inference for Predictive Coding Networks in JAX.☆77Mar 9, 2026Updated last week
- ☆22Feb 15, 2025Updated last year
- Langchain POC project.☆16Apr 14, 2023Updated 2 years ago
- Code of the paper "Universal Morphology Control via Contextual Modulation" at ICML 2023☆13Aug 3, 2023Updated 2 years ago
- A collection of resources and reading for the DeSci community☆15Feb 15, 2023Updated 3 years ago
- Supplementary scripts for Step-by-step active inference modelling tutorial☆127Oct 9, 2024Updated last year
- NGC-Learn: Neurobiological Systems Simulation and NeuroAI Design in Python☆177Jan 24, 2026Updated last month
- A repository collating interesting and/or influential predictive coding papers☆101Aug 1, 2021Updated 4 years ago
- Probabilistic inference for models of behaviour☆10Mar 5, 2026Updated 2 weeks ago
- Flexible modulation of sequence generation in the entorhinal-hippocampal system.☆13Apr 5, 2022Updated 3 years ago
- Hierarchical Hidden Markov Model☆11Dec 11, 2022Updated 3 years ago