Code for the paper Deep Active Inference as Variational Policy Gradients.
☆32Dec 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [NeurIPS 2021] World modelling and action learning using a contrastive formulation of the active inference framework, for reaching visual…☆15Jan 22, 2024Updated 2 years ago
- ☆26Jan 13, 2021Updated 5 years ago
- Reinforcement Learning through Active Inference☆86Apr 27, 2020Updated 6 years ago
- Transcripts, metadata, captions, and translations from the Active Inference Institute's video library — a structured, source-namespaced d…☆45Oct 18, 2026Updated last week
- Deep active inference agents using Monte-Carlo methods☆102Jun 14, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Implementation/simulation of active neural generative coding (ANGC) for training neurobiologically-plausible active inference agent model…☆26Feb 19, 2024Updated 2 years ago
- On efficient computation in active inference☆17May 31, 2024Updated 2 years ago
- repo for code for paper on general theory associative memory models☆23Jun 15, 2022Updated 4 years ago
- A repository for major/influential FEP and active inference papers.☆245Jun 28, 2021Updated 5 years ago
- Landing page and repository for the 'Active Agents' tutorial held 17 July, 2024 at the 10th International Conference on Computational Soc…☆24Feb 8, 2025Updated last year
- 🧊 🚩Comparison of active inference, q-learning and bayesian rl using modified FrozenLake environment☆34Feb 12, 2020Updated 6 years ago
- A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)☆19Jul 28, 2020Updated 6 years ago
- PyHGF: A neural network library for predictive coding☆167Updated this week
- ☆11Jan 12, 2021Updated 5 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Active inference implementation of dynamic multi-armed bandits☆21Jun 25, 2025Updated last year
- EIPL: Embodied Intelligence with Deep Predictive Learning☆47Dec 12, 2024Updated last year
- Probabilistic inference for models of behaviour☆13Mar 5, 2026Updated 7 months ago
- Predictive coding networks for temporal prediction☆21Mar 20, 2024Updated 2 years ago
- Official Implementation for the paper "SR-AIF: Solving Sparse-Reward Robotic Tasks from Pixels with Active Inference and World Models"☆65Aug 5, 2026Updated 2 months ago
- Digital Gaia's Global Sustainability Information and Collaboration Hub☆11May 30, 2023Updated 3 years ago
- Predictive coding in Python☆73Mar 30, 2024Updated 2 years ago
- A controlled vocabulary of 429 Active Inference and Free Energy Principle terms, published as a structured, versioned source with determi…☆16Sep 1, 2026Updated last month
- Reactive environments for self-learning agents☆24Nov 4, 2025Updated 11 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆10Jul 17, 2026Updated 3 months ago
- Implementation of Predictive Coding model for transfer learning in PyTorch☆30May 6, 2024Updated 2 years ago
- Implementation of an active inference capsule☆16Jun 2, 2021Updated 5 years ago
- Analysis tools and models of mouse behavior in a two-armed bandit task as described in Beron et al., 2022☆11Jan 20, 2023Updated 3 years ago
- A generative model of compositionality in symmetric monoidal (Kleisli) categories☆12Oct 4, 2023Updated 3 years ago
- Continual RL with wold models (Collas 2023)☆25Dec 10, 2023Updated 2 years ago
- Python implementation of a Minimal Active Inference Agent☆18Feb 9, 2023Updated 3 years ago
- A repository collating interesting and/or influential predictive coding papers☆112Aug 1, 2021Updated 5 years ago
- ☆30Oct 26, 2019Updated 7 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Animal-AI supports interdisciplinary research to help better understand human, animal, and artificial cognition.☆104Oct 9, 2026Updated 2 weeks ago
- Public repository (in development) to share for the purpose of replicating the results of the associated paper☆11Oct 21, 2024Updated 2 years ago
- Implementation and evaluation of the AXIOM architecture from the preprint "AXIOM: Learning to Play Games in Minutes with Expanding Object…☆80Jun 2, 2025Updated last year
- Active Inference for Stochastic Control☆10Aug 30, 2021Updated 5 years ago
- A collection of resources and reading for the DeSci community☆15Feb 15, 2023Updated 3 years ago
- Code for simulating collective motion from groups of continuous-time and -space active inference agents.☆59Feb 12, 2026Updated 8 months ago
- Code to accompany plotter videos on my YouTube channel☆11Oct 9, 2021Updated 5 years ago