Reinforcement Learning through Active Inference
☆86Apr 27, 2020Updated 6 years ago
Alternatives and similar repositories for rl-inference
Users that are interested in rl-inference are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Deep active inference agents using Monte-Carlo methods☆102Jun 14, 2025Updated last year
- Repository for "Learning action-oriented models through active inference"☆12May 11, 2020Updated 6 years ago
- [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
- Code for the paper Deep Active Inference as Variational Policy Gradients.☆32Dec 20, 2019Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A toy model of Friston's active inference in Tensorflow☆42Jul 28, 2017Updated 9 years ago
- A Python implementation of active inference for Markov Decision Processes☆750Sep 29, 2026Updated last month
- 🧊 🚩Comparison of active inference, q-learning and bayesian rl using modified FrozenLake environment☆34Feb 12, 2020Updated 6 years ago
- Tutorial material on active Bayesian inference from the Computational Psychiatry Conference in Zurich 2018☆38May 22, 2020Updated 6 years ago
- Supplementary scripts for Step-by-step active inference modelling tutorial☆138Oct 9, 2024Updated 2 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
- Implementation of an active inference capsule☆16Jun 2, 2021Updated 5 years ago
- ☆30Oct 26, 2019Updated 7 years ago
- Python implementation of a Minimal Active Inference Agent☆18Feb 9, 2023Updated 3 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- neuronal message passing☆20Oct 30, 2018Updated 7 years ago
- PlaNet: Learning Latent Dynamics for Planning from Pixels☆10Feb 13, 2020Updated 6 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
- Public repository (in development) to share for the purpose of replicating the results of the associated paper☆11Oct 21, 2024Updated 2 years ago
- ☆24Feb 15, 2025Updated last year
- 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
- A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)☆19Jul 28, 2020Updated 6 years ago
- Predictive coding in Python☆73Mar 30, 2024Updated 2 years ago
- An exploration of the free energy principle using deep reinforcement learning☆50Apr 15, 2018Updated 8 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Read and Listen to NeurIPS 2024 Papers☆17Feb 20, 2025Updated last year
- A Julia package for estimating directed connectivity in whole-brain networks☆16Updated this week
- The Emergence of Individuality☆13Oct 16, 2021Updated 5 years ago
- 新增一个CBF层,并将其结合进actor网络中,得到safe RL框架。后续验证中发现这种做法并没有实质性的用处,所以不再继续这个项目☆10Mar 14, 2023Updated 3 years ago
- A C++ implementation of active inference for POMDPs☆23Mar 25, 2024Updated 2 years ago
- intrinsic motivation in grid worlds☆26May 3, 2020Updated 6 years ago
- A flexible Multi-Agent Reinforcement Learning (MARL) environment for Collective Robotic Construction (CRC) systems☆13Mar 22, 2023Updated 3 years ago
- Dynamic Markov Blanket Discovery☆15Mar 27, 2024Updated 2 years ago
- PID-like control implemented as active inference with linear generative models☆11Jul 2, 2020Updated 6 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- General framework for Bayesian inversion of continuous hierarchical models☆10Sep 20, 2021Updated 5 years ago
- Code for Optimistic Exploration even with a Pessimistic Initialisation☆14Aug 4, 2020Updated 6 years ago
- The implementation of Discriminator Soft Actor Critic☆15Jan 25, 2020Updated 6 years ago
- NeurIPS2022: Constrained Update Projection Approach to Safe Policy Optimization☆14Apr 10, 2023Updated 3 years ago
- The implementation of "The Kanerva Machine" with Pytorch and Pyro☆12Jun 14, 2018Updated 8 years ago
- Agents code for Multi-Agent Connected Autonomous Driving (MACAD) described in the paper presented in the Machine Learning for Autonomous …☆24Mar 6, 2021Updated 5 years ago
- The official repository of Decoupled Reinforcement Learning to Stabilise Intrinsically-Motivated Exploration" (AAMAS 2022)☆26Feb 3, 2022Updated 4 years ago