microsoft / segarLinks
Sandbox environment for generalizable agent research
☆26Updated 3 years ago
Alternatives and similar repositories for segar
Users that are interested in segar are comparing it to the libraries listed below
Sorting:
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆82Updated 2 years ago
- Reinforcement Learning via Supervised Learning☆72Updated 3 years ago
- Simplistic Pytorch Implementation of the Dreamer-RL☆20Updated 8 months ago
- CIC: Contrastive Intrinsic Control for Unsupervised Skill Discovery☆83Updated 3 years ago
- Learning Robust Dynamics Through Variational Sparse Gating☆20Updated 3 years ago
- ☆54Updated 2 years ago
- Proto-RL: Reinforcement Learning with Prototypical Representations☆86Updated 3 years ago
- Estimating Q(s,s') with Deep Deterministic Dynamics Gradients☆32Updated 5 years ago
- ☆19Updated 3 years ago
- Invariant Causal Prediction for Block MDPs☆44Updated 5 years ago
- This code implements Prioritized Level Replay, a method for sampling training levels for reinforcement learning agents that exploits the …☆92Updated 4 years ago
- Code for the paper "Gamma-Models: Generative Temporal Difference Learning for Infinite-Horizon Prediction"☆46Updated 2 years ago
- Vectorization techniques for fast population-based training.☆57Updated 3 years ago
- Official code for "Pretraining Representations For Data-Efficient Reinforcement Learning" (NeurIPS 2021)☆55Updated 4 years ago
- Learning Action-Value Gradients in Model-based Policy Optimization☆32Updated 4 years ago
- Change-Based Exploration Transfer☆35Updated 3 years ago
- Latent World Models For Intrinsically Motivated Exploration | Official repository☆22Updated 4 years ago
- Implements the Messenger environment and EMMA model.☆25Updated 2 years ago
- Efficient Exploration via State Marginal Matching (2019)☆69Updated 6 years ago
- Jax implementation of Proximal Policy Optimization (PPO) specifically tuned for Procgen, with benchmarked results and saved model weights…☆59Updated 3 years ago
- Discovering and Achieving Goals via World Models, NeurIPS 2021☆86Updated 2 years ago
- ☆22Updated 9 months ago
- Revisiting Peng's Q(lambda) for Modern Reinforcement Learning☆15Updated 4 years ago
- Revisiting Rainbow☆75Updated 4 years ago
- Official code for "Can Wikipedia Help Offline Reinforcement Learning?" by Machel Reid, Yutaro Yamada and Shixiang Shane Gu☆106Updated 3 years ago
- Official data and code for our paper Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement Learning☆52Updated 4 years ago
- ☆30Updated 4 years ago
- ☆89Updated last year
- EARL: Environment for Autonomous Reinforcement Learning☆37Updated 3 years ago
- RAD: Reinforcement Learning with Augmented Data (code for procgen experiments)☆18Updated 4 years ago