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☆101Jun 14, 2025Updated last year
- Repository for "Learning action-oriented models through active inference"☆12May 11, 2020Updated 6 years ago
- ☆26Jan 13, 2021Updated 5 years ago
- 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☆729Aug 23, 2026Updated last week
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- [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
- A repository for major/influential FEP and active inference papers.☆243Jun 28, 2021Updated 5 years ago
- Code for the paper Deep Active Inference as Variational Policy Gradients.☆32Dec 20, 2019Updated 6 years ago
- 🧊 🚩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☆36May 22, 2020Updated 6 years ago
- Supplementary scripts for Step-by-step active inference modelling tutorial☆134Oct 9, 2024Updated last year
- Implementation of an active inference capsule☆16Jun 2, 2021Updated 5 years ago
- Transcripts, metadata, captions, and translations from the Active Inference Institute's video library — a structured, source-namespaced d…☆42Aug 21, 2026Updated last week
- ☆30Oct 26, 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.
- Python implementation of a Minimal Active Inference Agent☆18Feb 9, 2023Updated 3 years ago
- Minimal version of an active inference controller applied to a 7-DOF robot arm☆35Oct 20, 2021Updated 4 years ago
- A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)☆19Jul 28, 2020Updated 6 years ago
- neuronal message passing☆20Oct 30, 2018Updated 7 years ago
- PlaNet: Learning Latent Dynamics for Planning from Pixels☆10Feb 13, 2020Updated 6 years ago
- Read and Listen to NeurIPS 2024 Papers☆17Feb 20, 2025Updated last year
- Official Implementation for the paper "SR-AIF: Solving Sparse-Reward Robotic Tasks from Pixels with Active Inference and World Models"☆65Aug 5, 2026Updated 3 weeks ago
- Code for reproducing experiments in Model-Based Active Exploration, ICML 2019☆81Jul 23, 2019Updated 7 years ago
- Implementation of QRL☆32Jun 22, 2019Updated 7 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.
- General framework for Bayesian inversion of continuous hierarchical models☆10Sep 20, 2021Updated 4 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☆11Mar 14, 2023Updated 3 years ago
- intrinsic motivation in grid worlds☆26May 3, 2020Updated 6 years ago
- Predictive coding in Python☆73Mar 30, 2024Updated 2 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
- 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
- 🔍 Codebase for the ICML '20 paper "Ready Policy One: World Building Through Active Learning" (arxiv: 2002.02693)☆18Jul 6, 2023Updated 3 years 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.
- Active inference implementation of dynamic multi-armed bandits☆20Jun 25, 2025Updated last year
- The official repository of Decoupled Reinforcement Learning to Stabilise Intrinsically-Motivated Exploration" (AAMAS 2022)☆26Feb 3, 2022Updated 4 years ago
- ☆24Feb 15, 2025Updated last year
- NeurIPS2022: Constrained Update Projection Approach to Safe Policy Optimization☆13Apr 10, 2023Updated 3 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 Emergence of Individuality☆13Oct 16, 2021Updated 4 years ago
- Landing page and repository for the 'Active Agents' tutorial held 17 July, 2024 at the 10th International Conference on Computational Soc…☆23Feb 8, 2025Updated last year