baitingzbt / PEDA
Scaling Pareto-Efficient Decision Making via Offline Multi-Objective RL, published in ICLR 2023
☆32Updated 3 months ago
Alternatives and similar repositories for PEDA:
Users that are interested in PEDA are comparing it to the libraries listed below
- Pessimistic Bootstrapping for Uncertainty-Driven Offline Reinforcement Learning☆28Updated 3 years ago
- Code for FOCAL Paper Published at ICLR 2021☆51Updated last year
- [NeurIPS 2023] The official implementation of "Offline Multi-Agent Reinforcement Learning with Implicit Global-to-Local Value Regularizat…☆33Updated last year
- Official Codebase for TMLR 2023, Benchmarks and Algorithms for Offline Preference-Based Reward Learning☆20Updated 2 years ago
- Code for NeurIPS2023 accepted paper: Counterfactual Conservative Q Learning for Offline Multi-agent Reinforcement Learning.☆34Updated last month
- Synthetic Experience Replay☆88Updated 9 months ago
- TensorFlow implementation for our paper "Learning Long-Term Reward Redistribution via Randomized Return Decomposition"☆19Updated 3 years ago
- ☆55Updated 2 years ago
- CORRO code☆35Updated 2 years ago
- The implementation of ICLR-2023 paper "Discovering Generalizable Multi-agent Coordination Skills from Multi-task Offline Data".☆40Updated 4 months ago
- Official repository of the paper "FightLadder: A Benchmark for Competitive Multi-Agent Reinforcement Learning"☆21Updated 7 months ago
- When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment, NeurIPS 2023 (oral)☆62Updated last year
- 🔥 Datasets and env wrappers for offline safe reinforcement learning☆88Updated 6 months ago
- [ICML 2022] The official implementation of DWBC in "Discriminator-Weighted Offline Imitation Learning from Suboptimal Demonstrations"☆34Updated 2 years ago
- Policy Expansion for Bridging Offline-to-Online Reinforcement Learning (ICLR23)☆51Updated last year
- Code for Mildly Conservative Q-learning for Offline Reinforcement Learning (NeurIPS 2022)☆55Updated 10 months ago
- ☆14Updated 3 years ago
- ☆48Updated last year
- ☆41Updated 3 months ago
- Author's PyTorch implementation of ICML'23 paper "Policy Regularization with Dataset Constraint for Offline Reinforcement Learning" for D…☆18Updated 4 months ago
- Code for MOBILE: Model-Bellman Inconsistency Penalized Offline Policy Optimization☆18Updated 11 months ago
- Accompanying Code for "Flipping Coins to Estimate Pseudocounts for Exploration in Reinforcement Learning", ICML 2023☆19Updated last year
- Extreme Q-Learning: Max Entropy RL without Entropy☆84Updated 2 years ago
- ☆29Updated 2 years ago
- Benchmarked implementations of Offline RL Algorithms.☆72Updated 2 weeks ago
- ☆18Updated 2 years ago
- Official repository for paper "Conservative Offline Distributional Reinforcement Learning" (NeurIPS 2021)☆21Updated 3 years ago
- (NeurIPS 2021) Neural Auto-Curricula in Two-Player Zero-Sum Games.☆29Updated 3 years ago
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆99Updated 9 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…☆44Updated last year