twni2016 / Memory-RL
When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment, NeurIPS 2023 (oral)
☆52Updated 9 months ago
Related projects ⓘ
Alternatives and complementary repositories for Memory-RL
- Synthetic Experience Replay☆71Updated 5 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…☆43Updated last year
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆76Updated 11 months ago
- Extreme Q-Learning: Max Entropy RL without Entropy☆80Updated last year
- Generalized Decision Transformer for Offline Hindsight Information Matching (ICLR2022)☆66Updated 2 years ago
- The official repository of Decoupled Reinforcement Learning to Stabilise Intrinsically-Motivated Exploration" (AAMAS 2022)☆26Updated 2 years ago
- Benchmarked implementations of Offline RL Algorithms.☆64Updated 6 months ago
- ☆22Updated 2 years ago
- ExORL: Exploratory Data for Offline Reinforcement Learning☆104Updated 2 years ago
- Code for NeurIPS2023 accepted paper: Counterfactual Conservative Q Learning for Offline Multi-agent Reinforcement Learning.☆25Updated 4 months ago
- ☆40Updated 3 years ago
- Codebase for "Uni[MASK]: Unified Inference in Sequential Decision Problems"☆54Updated 4 months ago
- Code for the paper: "Causal Influence Detection for Improving Efficiency in Reinforcement Learning", by Seitzer, M., Schölkopf, B., Marti…☆36Updated 2 years ago
- Implementation of Tactical Optimistic and Pessimistic value estimation☆25Updated last year
- [ICLR 2024] Closing the Gap between TD Learning and Supervised Learning - A Generalisation Point of View.☆21Updated 6 months ago
- Code for MOBILE: Model-Bellman Inconsistency Penalized Offline Policy Optimization☆14Updated 6 months ago
- ☆28Updated last year
- CaDM: Context-aware Dynamics Model for Generalization in Model-based Reinforcement Learning☆63Updated 4 years ago
- IV-RL - Sample Efficient Deep Reinforcement Learning via Uncertainty Estimation☆35Updated last week
- [NeurIPS 2022 Oral] The official implementation of POR in "A Policy-Guided Imitation Approach for Offline Reinforcement Learning"☆54Updated last year
- ☆19Updated 9 months ago
- ☆51Updated last year
- ☆18Updated last year
- Learning diverse options through the Laplacian representation.☆22Updated 10 months ago
- ☆53Updated 8 months ago
- Model-Based Offline Reinforcement Learning☆47Updated 3 years ago
- Source files to replicate experiments in my ICLR 2022 paper.☆61Updated 4 months ago
- ☆47Updated last year
- Code for "Unsupervised Zero-Shot RL via Functional Reward Representations"☆52Updated 7 months ago
- on-policy optimization baselines for deep reinforcement learning☆28Updated 4 years ago