xionghuichen / MAPLE
The Official Code for Offline Model-based Adaptable Policy Learning (NeurIPS'21 & TPAMI)
☆22Updated last year
Alternatives and similar repositories for MAPLE:
Users that are interested in MAPLE are comparing it to the libraries listed below
- Pessimistic Bootstrapping for Uncertainty-Driven Offline Reinforcement Learning☆28Updated 3 years ago
- ☆15Updated 4 years ago
- Author's PyTorch implementation of ICML'23 paper "Policy Regularization with Dataset Constraint for Offline Reinforcement Learning" for D…☆18Updated 4 months ago
- ☆41Updated 3 months ago
- Official Codebase for TMLR 2023, Benchmarks and Algorithms for Offline Preference-Based Reward Learning☆20Updated 2 years ago
- Code for MOBILE: Model-Bellman Inconsistency Penalized Offline Policy Optimization☆18Updated 10 months ago
- Benchmarked implementations of Offline RL Algorithms.☆71Updated last week
- ☆11Updated 9 months ago
- Random parameter environments using gym 0.7.4 and mujoco-py 0.5.7☆20Updated 6 years ago
- Code for FOCAL Paper Published at ICLR 2021☆51Updated last year
- Conservative Q learning in Jax☆53Updated 2 years ago
- Generalized Decision Transformer for Offline Hindsight Information Matching (ICLR2022)☆67Updated 2 years ago
- ☆48Updated last year
- Code for NeurIPS 2021 paper "Offline Reinforcement Learning with Reverse Model-based Imagination"☆19Updated 3 years ago
- ☆28Updated 3 years ago
- [ICML 2022] The official implementation of DWBC in "Discriminator-Weighted Offline Imitation Learning from Suboptimal Demonstrations"☆34Updated 2 years ago
- Model-Based Offline Reinforcement Learning☆48Updated 4 years ago
- TensorFlow implementation for our paper "Learning Long-Term Reward Redistribution via Randomized Return Decomposition"☆19Updated 2 years ago
- ☆26Updated last year
- CORRO code☆35Updated 2 years ago
- ☆53Updated 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
- Official code for "Unleashing the Power of Pre-trained Language Models for Offline Reinforcement Learning".☆41Updated 11 months ago
- ☆17Updated 2 years ago
- Code for NeurIPS 2021 paper "Curriculum Offline Imitation Learning"☆18Updated 2 years ago
- ☆14Updated 3 years ago
- Codebase for "Uni[MASK]: Unified Inference in Sequential Decision Problems"☆54Updated 8 months ago
- ☆42Updated 3 years ago
- Official PyTorch implementation of "Uncertainty-Based Offline Reinforcement Learning with Diversified Q-Ensemble" (NeurIPS'21)☆75Updated 2 years ago
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆99Updated 9 months ago