apple / ml-uwac
☆33Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for ml-uwac
- IV-RL - Sample Efficient Deep Reinforcement Learning via Uncertainty Estimation☆35Updated last week
- [ICLR 2023 Oral] The official implementation of SQL and EQL in "Offline RL with No OOD Actions: In-Sample Learning via Implicit Value Reg…☆43Updated last year
- ☆28Updated last year
- Implementation of Tactical Optimistic and Pessimistic value estimation☆25Updated last year
- ☆40Updated 3 years ago
- ☆30Updated 3 months ago
- Official Codebase for Offline Reinforcement Learning from Images with Latent Space Models☆28Updated 3 years ago
- [ICML 2022] The official implementation of DWBC in "Discriminator-Weighted Offline Imitation Learning from Suboptimal Demonstrations"☆34Updated last year
- ☆18Updated last year
- ☆47Updated last year
- The official repository of Decoupled Reinforcement Learning to Stabilise Intrinsically-Motivated Exploration" (AAMAS 2022)☆26Updated 2 years ago
- Learning Action-Value Gradients in Model-based Policy Optimization☆31Updated 3 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
- Pessimistic Bootstrapping for Uncertainty-Driven Offline Reinforcement Learning☆28Updated 2 years ago
- Benchmarked implementations of Offline RL Algorithms.☆64Updated 6 months ago
- Official code for "Pretraining Representations For Data-Efficient Reinforcement Learning" (NeurIPS 2021)☆52Updated 3 years ago
- on-policy optimization baselines for deep reinforcement learning☆28Updated 4 years ago
- Authors' PyTorch implementation of 'Recomposing the Reinforcement Learning Building-Blocks with Hypernetworks' (HypeRL)☆24Updated 3 years ago
- Random parameter environments using gym 0.7.4 and mujoco-py 0.5.7☆20Updated 5 years ago
- ☆51Updated last year
- Model-Based Offline Reinforcement Learning☆47Updated 3 years ago
- ☆53Updated 8 months ago
- ExORL: Exploratory Data for Offline Reinforcement Learning☆104Updated 2 years ago
- Official code repo for paper: Hybrid RL: Using both offline and online data can make RL efficient.☆23Updated last year
- Generalized Decision Transformer for Offline Hindsight Information Matching (ICLR2022)☆66Updated 2 years ago
- [ICLR 2024] Closing the Gap between TD Learning and Supervised Learning - A Generalisation Point of View.☆21Updated 6 months ago
- Author's PyTorch implementation of SR-DICE for marginalized importance sampling☆15Updated 2 years ago
- When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment, NeurIPS 2023 (oral)☆52Updated 9 months ago
- Efficient seed-parallel implementation of "Breaking the Replay Ratio Barrier"☆21Updated last year
- Codebase for "Uni[MASK]: Unified Inference in Sequential Decision Problems"☆54Updated 4 months ago