kaixin96 / rl-generalization-paperLinks
A list of papers regarding generalization in (deep) reinforcement learning
☆151Updated last year
Alternatives and similar repositories for rl-generalization-paper
Users that are interested in rl-generalization-paper are comparing it to the libraries listed below
Sorting:
- Learning Invariant Representations for Reinforcement Learning without Reconstruction☆148Updated 3 years ago
- ☆132Updated 11 months ago
- Representation Learning for RL☆126Updated 2 years ago
- ☆54Updated last year
- Code for "Data-Efficient Reinforcement Learning with Self-Predictive Representations"☆161Updated 3 years ago
- ☆97Updated last year
- ☆198Updated 2 years ago
- Code for MOPO: Model-based Offline Policy Optimization☆179Updated 3 years ago
- Generalized Decision Transformer for Offline Hindsight Information Matching (ICLR2022)☆67Updated 2 years ago
- Code for "Offline Meta-Reinforcement Learning with Advantage Weighting" [ICML 2021]☆47Updated 2 years ago
- Continual reinforcement learning baselines: experiment specifications, implementation of existing methods, and common metrics. Easily ext…☆119Updated 2 years ago
- Decoupled Reward-free ExplorAtion and Execution for Meta-reinforcement learning☆90Updated 2 years ago
- DMControl Generalization Benchmark☆173Updated last year
- Official PyTorch implementation of "Uncertainty-Based Offline Reinforcement Learning with Diversified Q-Ensemble" (NeurIPS'21)☆75Updated 2 years ago
- Code for FOCAL Paper Published at ICLR 2021☆51Updated last year
- CaDM: Context-aware Dynamics Model for Generalization in Model-based Reinforcement Learning☆63Updated 5 years ago
- Multi Task RL Baselines☆244Updated 3 years ago
- ☆113Updated 2 years ago
- Explorer is a PyTorch reinforcement learning framework for exploring new ideas.☆92Updated 3 weeks ago
- A pytorch reprelication of the model-based reinforcement learning algorithm MBPO☆170Updated 3 years ago
- Code accompanying the paper Adversarially Trained Actor Critic for Offline Reinforcement Learning by Ching-An Cheng*, Tengyang Xie*, Nan …☆70Updated 2 years ago
- Learning Laplacian Representations in Reinforcement Learning☆16Updated 4 years ago
- SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning☆125Updated 4 years ago
- pytorch-implementation of Dreamer (Model-based Image RL Algorithm)☆166Updated 5 months ago
- Paper Collection for Batch RL with brief introductions.☆84Updated 3 years ago
- Implementation of VariBAD: A Very Good Method for Bayes-Adaptive Deep RL via Meta-Learning - Zintgraf et al. (ICLR 2020)☆191Updated 2 years ago
- Pytorch implementation on OpenAI's Procgen ppo-baseline, built from scratch.☆30Updated 4 years ago
- JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"☆100Updated 3 years ago
- on-policy optimization baselines for deep reinforcement learning☆30Updated 5 years ago
- Conservative Q Learning on top of SAC☆132Updated 2 years ago