facebookresearch / mtrlLinks
Multi Task RL Baselines
☆258Updated 4 years ago
Alternatives and similar repositories for mtrl
Users that are interested in mtrl are comparing it to the libraries listed below
Sorting:
- ☆360Updated 3 years ago
- Learning Invariant Representations for Reinforcement Learning without Reconstruction☆155Updated 4 years ago
- PyTorch implementation of DreamerV2 model-based RL algorithm☆236Updated 2 years ago
- SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning☆130Updated 4 years ago
- ☆202Updated 2 years ago
- OpenAI Gym wrapper for the DeepMind Control Suite☆226Updated last year
- Code for MOPO: Model-based Offline Policy Optimization☆191Updated 3 years ago
- ☆114Updated 2 years ago
- Implementation of VariBAD: A Very Good Method for Bayes-Adaptive Deep RL via Meta-Learning - Zintgraf et al. (ICLR 2020)☆198Updated 2 years ago
- Code for "Data-Efficient Reinforcement Learning with Self-Predictive Representations"☆162Updated 4 years ago
- pytorch-implementation of Dreamer (Model-based Image RL Algorithm)☆168Updated 11 months ago
- ☆134Updated last year
- Decoupled Reward-free ExplorAtion and Execution for Meta-reinforcement learning☆90Updated 2 years ago
- A list of papers regarding generalization in (deep) reinforcement learning☆153Updated 2 years ago
- Unofficial Pytorch code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"☆194Updated 3 years ago
- Code for the paper "Phasic Policy Gradient"☆267Updated 2 years ago
- Implementation of Trajectory Transformer with attention caching and batched beam search☆116Updated 2 years ago
- Code for "Multi-task Reinforcement Learning with Soft Modularization"☆123Updated 5 years ago
- A pytorch reprelication of the model-based reinforcement learning algorithm MBPO☆183Updated 3 years ago
- Conservative Q Learning on top of SAC☆136Updated 3 years ago
- MultiTask Environments for Reinforcement Learning.☆79Updated 3 years ago
- Datasets for data-driven deep reinforcement learning with Atari (wrapper for datasets released by Google)☆127Updated last year
- JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"☆103Updated 3 years ago
- Pytorch implementations of RL algorithms, focusing on model-based, lifelong, reset-free, and offline algorithms. Official codebase for Re…☆108Updated 3 years ago
- Benchmarking RL generalization in an interpretable way.☆174Updated last month
- Dream to Control: Learning Behaviors by Latent Imagination, implemented in PyTorch.☆321Updated 2 years ago
- Author's PyTorch implementation of Randomized Ensembled Double Q-Learning (REDQ) algorithm.☆176Updated last year
- Code for 'Dynamics-Aware Unsupervised Discovery of Skills' (DADS). Enables skill discovery without supervision, which can be combined wit…☆193Updated 4 years ago
- Code for Stabilizing Off-Policy RL via Bootstrapping Error Reduction☆163Updated 5 years ago
- Code for "Learning to Reach Goals via Iterated Supervised Learning"☆82Updated 3 years ago