facebookresearch / mtrl
Multi Task RL Baselines
☆240Updated 3 years ago
Alternatives and similar repositories for mtrl:
Users that are interested in mtrl are comparing it to the libraries listed below
- ☆341Updated 2 years ago
- ☆194Updated 2 years ago
- MultiTask Environments for Reinforcement Learning.☆75Updated 2 years ago
- PyTorch implementation of DreamerV2 model-based RL algorithm☆216Updated 2 years ago
- Learning Invariant Representations for Reinforcement Learning without Reconstruction☆147Updated 3 years ago
- Code for conservative Q-learning☆436Updated 3 years ago
- Code for MOPO: Model-based Offline Policy Optimization☆177Updated 2 years ago
- Implementation of VariBAD: A Very Good Method for Bayes-Adaptive Deep RL via Meta-Learning - Zintgraf et al. (ICLR 2020)☆187Updated 2 years ago
- Author's PyTorch implementation of TD3+BC, a simple variant of TD3 for offline RL☆355Updated 3 years ago
- Code for "Data-Efficient Reinforcement Learning with Self-Predictive Representations"☆160Updated 3 years ago
- OpenAI Gym wrapper for the DeepMind Control Suite☆215Updated 11 months ago
- A pytorch reprelication of the model-based reinforcement learning algorithm MBPO☆167Updated 3 years ago
- (NeurIPS '21 Spotlight) IQ-Learn: Inverse Q-Learning for Imitation☆217Updated 2 years ago
- Unofficial Pytorch code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"☆188Updated 2 years ago
- Code for Stabilizing Off-Policy RL via Bootstrapping Error Reduction☆160Updated 4 years ago
- pytorch-implementation of Dreamer (Model-based Image RL Algorithm)☆168Updated 3 months ago
- DrQ-v2: Improved Data-Augmented Reinforcement Learning☆386Updated 2 years ago
- SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning☆124Updated 4 years ago
- Code for "Multi-task Reinforcement Learning with Soft Modularization"☆122Updated 4 years ago
- Dream to Control: Learning Behaviors by Latent Imagination, implemented in PyTorch.☆301Updated last year
- A list of papers regarding generalization in (deep) reinforcement learning☆152Updated last year
- DMControl Generalization Benchmark☆168Updated last year
- Benchmark for Continuous Multi-Agent Robotic Control, based on OpenAI's Mujoco Gym environments.☆347Updated 2 years ago
- ☆112Updated last year
- PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments☆311Updated 3 years ago
- Code for the paper "Phasic Policy Gradient"☆261Updated 2 years ago
- PyTorch implementation of the Option-Critic framework, Harb et al. 2016☆126Updated 8 months ago
- Conservative Q Learning on top of SAC☆130Updated 2 years ago
- Author's PyTorch implementation of Randomized Ensembled Double Q-Learning (REDQ) algorithm.☆166Updated 5 months ago
- Multitask Environments for RL☆276Updated 3 years ago