sail-sg / OPER
code for the paper Offline Prioritized Experience Replay
☆13Updated last year
Related projects ⓘ
Alternatives and complementary repositories for OPER
- Official implementation of Harnessing Mixed Offline Reinforcement Learning Datasets via Trajectory Reweighting☆16Updated 9 months ago
- ☆13Updated last year
- ☆18Updated last year
- Official code for ACT: Empowering Decision Transformer with Dynamic Programming via Advantage Conditioning (AAAI'24)☆13Updated 9 months ago
- Code for NeurIPS 2022 paper "Robust offline Reinforcement Learning via Conservative Smoothing"☆17Updated last year
- ☆13Updated 3 years ago
- ☆47Updated last year
- Author's PyTorch implementation of ICML'23 paper "Policy Regularization with Dataset Constraint for Offline Reinforcement Learning" for D…☆14Updated 2 weeks ago
- Official Codebase for TMLR 2023, Benchmarks and Algorithms for Offline Preference-Based Reward Learning☆19Updated last year
- ☆18Updated last year
- [ICML 2022] The official implementation of DWBC in "Discriminator-Weighted Offline Imitation Learning from Suboptimal Demonstrations"☆34Updated last year
- ☆13Updated last year
- Code for MOBILE: Model-Bellman Inconsistency Penalized Offline Policy Optimization☆14Updated 7 months ago
- The official implementation of "Mind the Gap: Offline Policy Optimization for Imperfect Rewards" (ICLR2023)☆17Updated last year
- [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
- TensorFlow implementation for our paper "Learning Long-Term Reward Redistribution via Randomized Return Decomposition"☆19Updated 2 years ago
- ☆20Updated last year
- Benchmarked implementations of Offline RL Algorithms.☆65Updated 6 months ago
- Authors' PyTorch implementation of 'Recomposing the Reinforcement Learning Building-Blocks with Hypernetworks' (HypeRL)☆24Updated 3 years ago
- ☆21Updated last week
- ☆22Updated 9 months ago
- Codes for "Efficient Offline Policy Optimization with a Learned Model", ICLR2023☆28Updated last year
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆76Updated last year
- OpenAI gym environments for goal-conditioned and language-conditioned reinforcement learning☆13Updated 2 years ago
- Pessimistic Bootstrapping for Uncertainty-Driven Offline Reinforcement Learning☆28Updated 2 years ago
- ☆22Updated 2 years ago
- BeCL: Behavior Contrastive Learning for Unsupervised Skill Discovery.☆16Updated last year
- ☆26Updated last year
- Domain-Robust Visual Imitation Learning with Mutual Information Constraints code☆16Updated 3 years ago