β126Aug 9, 2023Updated 2 years ago
Alternatives and similar repositories for world_models
Users that are interested in world_models are comparing it to the libraries listed below
Sorting:
- The implementation of "The Kanerva Machine" with Pytorch and Pyroβ12Jun 14, 2018Updated 7 years ago
- π Codebase for the ICML '20 paper "Ready Policy One: World Building Through Active Learning" (arxiv: 2002.02693)β18Jul 6, 2023Updated 2 years ago
- Stochastic Latent Actor-Critic: Deep Reinforcement Learning with a Latent Variable Modelβ154Oct 26, 2020Updated 5 years ago
- Code for the paper "Gamma-Models: Generative Temporal Difference Learning for Infinite-Horizon Prediction"β46Sep 20, 2023Updated 2 years ago
- Clockwork VAEs in JAX/Flaxβ32Jul 16, 2021Updated 4 years ago
- β28Jan 11, 2021Updated 5 years ago
- Model-Based Reinforcement Learning via Latent-Space Collocation.β34Mar 29, 2023Updated 2 years ago
- code for CoRL 2020 paper "Contrastive Variational Model-Based Reinforcement Learning for Complex Observations"β24Dec 29, 2021Updated 4 years ago
- Code for the paper "D2RL: Deep Dense Architectures for Reinforcement Learning"β39Jan 22, 2021Updated 5 years ago
- This project was moved to: https://github.com/coax-dev/coaxβ161Nov 28, 2022Updated 3 years ago
- Repository for ML Reproducibility Challenge 2020 for the Neurips paper, "The Value Equivalence Principle for Model-Based Reinforcement Leβ¦β18Apr 13, 2021Updated 4 years ago
- β113Jan 12, 2020Updated 6 years ago
- Repository for the paper "Planning to Explore via Self-Supervised World Models"β234Feb 10, 2023Updated 3 years ago
- A tool for recording RL trajectories.β111Jul 29, 2025Updated 7 months ago
- Robotics Gym Environmentsβ431Apr 2, 2023Updated 2 years ago
- Tensorflow 2 source code for the PI-SAC agent from "Predictive Information Accelerates Learning in RL" (NeurIPS 2020)β45Jun 8, 2023Updated 2 years ago
- Model-based Reinforcement Learning Frameworkβ115May 22, 2020Updated 5 years ago
- β74Mar 15, 2021Updated 4 years ago
- A library of probabilistic model based RL algorithms in pytorchβ107Apr 14, 2021Updated 4 years ago
- Dream to Control: Learning Behaviors by Latent Imaginationβ583Sep 10, 2021Updated 4 years ago
- Mastering Atari with Discrete World Modelsβ1,009Jan 21, 2023Updated 3 years ago
- General framework for Bayesian inversion of continuous hierarchical modelsβ10Sep 20, 2021Updated 4 years ago
- Discovering and Achieving Goals via World Models, NeurIPS 2021β87Jan 24, 2024Updated 2 years ago
- Retrieve information from DBLP and update BibTex files automaticallyβ54Jun 4, 2022Updated 3 years ago
- MELD: Meta-Reinforcement Learning from Images via Latent State Models https://arxiv.org/abs/2010.13957β67Apr 30, 2021Updated 4 years ago
- β31Feb 20, 2021Updated 5 years ago
- Reverb is an efficient and easy-to-use data storage and transport system designed for machine learning researchβ765Feb 5, 2026Updated 3 weeks ago
- Library for Model Based RLβ1,048Jul 12, 2024Updated last year
- OpenAI Gym wrapper for the DeepMind Control Suiteβ227May 19, 2024Updated last year
- Code for reproducing experiments in Model-Based Active Exploration, ICML 2019β81Jul 23, 2019Updated 6 years ago
- β134May 8, 2020Updated 5 years ago
- Proto-RL: Reinforcement Learning with Prototypical Representationsβ86Jun 12, 2022Updated 3 years ago
- Deep Planning Network: Control from pixels by latent planning with learned dynamicsβ374Oct 15, 2021Updated 4 years ago
- Sawyer environments for reinforcement learning using the OpenAI Gym interface (EXPERIMENTAL)β37Dec 11, 2019Updated 6 years ago
- Repository for the paper "Long-Horizon Visual Planning with Goal-Conditioned Hierarchical Predictors"β46Nov 22, 2022Updated 3 years ago
- Implementation of Data Efficient Reinforcement Learning in Pytorchβ20Aug 6, 2019Updated 6 years ago
- β26Dec 1, 2020Updated 5 years ago
- Trajectory optimization algorithms for robotic control.β120Nov 20, 2022Updated 3 years ago
- Implementation of VALOR (Variational Option Discovery Algorithms)β10Jun 28, 2019Updated 6 years ago