RajGhugare19 / stitching-is-combinatorial-generalisation
[ICLR 2024] Closing the Gap between TD Learning and Supervised Learning - A Generalisation Point of View.
☆21Updated 7 months ago
Related projects ⓘ
Alternatives and complementary repositories for stitching-is-combinatorial-generalisation
- ☆21Updated last year
- Efficient seed-parallel implementation of "Breaking the Replay Ratio Barrier"☆21Updated last year
- Official codebase for "The Generalization Gap in Offline Reinforcement Learning" accepted to ICLR 2024☆29Updated 3 months ago
- ☆14Updated last year
- ☆21Updated this week
- Accompanying Code for "Flipping Coins to Estimate Pseudocounts for Exploration in Reinforcement Learning", ICML 2023☆18Updated 10 months ago
- Official codebase for Generating Diverse Cooperative Agents by Learning Incompatible Policies (notable-top-25% @ ICLR 2023)☆14Updated 6 months ago
- EARL: Environment for Autonomous Reinforcement Learning☆34Updated 2 years ago
- Official implementation for: Consistency Models as a Rich and Efficient Policy Class for Reinforcement Learning ICLR'24☆21Updated 2 months ago
- Conservative Q learning in Jax☆51Updated last year
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆76Updated last year
- Codebase for "Uni[MASK]: Unified Inference in Sequential Decision Problems"☆54Updated 4 months ago
- Official Codebase for Offline Reinforcement Learning from Images with Latent Space Models☆29Updated 3 years ago
- Reinforcement Learning via Supervised Learning☆68Updated 2 years ago
- Code for ICLR 2022 paper Rethinking Goal-Conditioned Supervised Learning and Its Connection to Offline RL.☆26Updated 2 years ago
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆95Updated 5 months ago
- ☆42Updated last year
- Synthetic Experience Replay☆74Updated 5 months ago
- ☆22Updated 9 months ago
- ☆14Updated 8 months ago
- [ICLR 2023 Oral] The official implementation of SQL and EQL in "Offline RL with No OOD Actions: In-Sample Learning via Implicit Value Reg…☆44Updated last year
- Official code release for "CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity"☆57Updated 5 months ago
- ☆47Updated last year
- Generalized Decision Transformer for Offline Hindsight Information Matching (ICLR2022)☆66Updated 2 years ago
- ☆52Updated last year
- Skeleton for scalable and flexible Jax RL implementations☆63Updated last year
- Pessimistic Bootstrapping for Uncertainty-Driven Offline Reinforcement Learning☆28Updated 2 years ago
- Codes for "Efficient Offline Policy Optimization with a Learned Model", ICLR2023☆28Updated last year
- Code for MOBILE: Model-Bellman Inconsistency Penalized Offline Policy Optimization☆15Updated 7 months ago