Baichenjia / PBRL
Pessimistic Bootstrapping for Uncertainty-Driven Offline Reinforcement Learning
☆28Updated 3 years ago
Alternatives and similar repositories for PBRL:
Users that are interested in PBRL are comparing it to the libraries listed below
- [ICML 2022] The official implementation of DWBC in "Discriminator-Weighted Offline Imitation Learning from Suboptimal Demonstrations"☆34Updated 2 years ago
- ☆55Updated 2 years ago
- ☆42Updated 4 months ago
- Official Codebase for TMLR 2023, Benchmarks and Algorithms for Offline Preference-Based Reward Learning☆20Updated 2 years ago
- Code for NeurIPS 2022 paper "Robust offline Reinforcement Learning via Conservative Smoothing"☆19Updated 2 years ago
- TensorFlow implementation for our paper "Learning Long-Term Reward Redistribution via Randomized Return Decomposition"☆19Updated 3 years ago
- ☆53Updated last year
- ☆14Updated 3 years ago
- OptiDICE: Offline Policy Optimization via Stationary Distribution Correction Estimation☆14Updated last year
- ☆15Updated 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
- Anti exploration in offline reinforcement learning☆9Updated 3 years ago
- [NeurIPS'20] Code for the paper "Offline Imitation Learning with a Misspecified Simulator"☆12Updated 3 years ago
- Author's PyTorch implementation of ICML'23 paper "Policy Regularization with Dataset Constraint for Offline Reinforcement Learning" for D…☆18Updated 5 months ago
- Domain-Robust Visual Imitation Learning with Mutual Information Constraints code☆17Updated 4 years 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☆52Updated last year
- ☆48Updated last year
- Code for NeurIPS 2021 paper "Offline Reinforcement Learning with Reverse Model-based Imagination"☆19Updated 3 years ago
- ☆14Updated 2 years ago
- ☆28Updated 3 years ago
- Code for MOBILE: Model-Bellman Inconsistency Penalized Offline Policy Optimization☆18Updated 11 months ago
- The Official Code for Offline Model-based Adaptable Policy Learning (NeurIPS'21 & TPAMI)☆23Updated last year
- CORRO code☆35Updated 2 years ago
- Scaling Pareto-Efficient Decision Making via Offline Multi-Objective RL, published in ICLR 2023☆32Updated 4 months ago
- Code for ICLR 2022 paper Rethinking Goal-Conditioned Supervised Learning and Its Connection to Offline RL.☆26Updated 3 years ago
- ☆10Updated 4 years ago
- ☆18Updated last year
- ☆17Updated 3 years ago
- [ICLR 2024] Closing the Gap between TD Learning and Supervised Learning - A Generalisation Point of View.☆23Updated 11 months ago