eric-mitchell / macaw
Code for "Offline Meta-Reinforcement Learning with Advantage Weighting" [ICML 2021]
☆45Updated last year
Related projects ⓘ
Alternatives and complementary repositories for macaw
- Code for FOCAL Paper Published at ICLR 2021☆49Updated 11 months ago
- Random parameter environments using gym 0.7.4 and mujoco-py 0.5.7☆20Updated 5 years ago
- ☆47Updated last year
- Generalized Decision Transformer for Offline Hindsight Information Matching (ICLR2022)☆66Updated 2 years ago
- ☆51Updated last year
- TensorFlow implementation for our paper "Learning Long-Term Reward Redistribution via Randomized Return Decomposition"☆19Updated 2 years ago
- ☆53Updated 8 months ago
- ☆24Updated last year
- Official implementation for the paper "Offline Meta RL - Identifiability Challenges and Effective Data Collection Strategies", NeurIPS 20…☆28Updated 2 years ago
- ☆85Updated 10 months ago
- on-policy optimization baselines for deep reinforcement learning☆28Updated 4 years ago
- CaDM: Context-aware Dynamics Model for Generalization in Model-based Reinforcement Learning☆63Updated 4 years ago
- Official code repository for Prompt-DT.☆96Updated 2 years ago
- CORRO code☆34Updated 2 years ago
- ☆44Updated last year
- Learning Invariant Representations for Reinforcement Learning without Reconstruction☆145Updated 3 years ago
- ExORL: Exploratory Data for Offline Reinforcement Learning☆104Updated 2 years ago
- ☆28Updated last year
- [ICML 2022] The official implementation of DWBC in "Discriminator-Weighted Offline Imitation Learning from Suboptimal Demonstrations"☆34Updated last year
- Model-Based Offline Reinforcement Learning☆47Updated 3 years ago
- ☆31Updated 3 years ago
- When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment, NeurIPS 2023 (oral)☆52Updated 9 months ago
- Conservative Q Learning on top of SAC☆119Updated 2 years ago
- Domain-Robust Visual Imitation Learning with Mutual Information Constraints code☆15Updated 3 years ago
- Pessimistic Bootstrapping for Uncertainty-Driven Offline Reinforcement Learning☆28Updated 2 years ago
- Code for the paper: "Causal Influence Detection for Improving Efficiency in Reinforcement Learning", by Seitzer, M., Schölkopf, B., Marti…☆36Updated 2 years ago
- ☆13Updated last year
- Official Codebase for Offline Reinforcement Learning from Images with Latent Space Models☆28Updated 3 years ago
- Official Codebase for TMLR 2023, Benchmarks and Algorithms for Offline Preference-Based Reward Learning☆19Updated last year
- Simple maze environments using mujoco-py☆52Updated 10 months ago