LAMDA-RL / OfflineRL-Lib
Benchmarked implementations of Offline RL Algorithms.
☆71Updated 3 weeks ago
Alternatives and similar repositories for OfflineRL-Lib:
Users that are interested in OfflineRL-Lib are comparing it to the libraries listed below
- Code for MOBILE: Model-Bellman Inconsistency Penalized Offline Policy Optimization☆18Updated 10 months ago
- ☆39Updated 3 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
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆76Updated 3 months ago
- A beginner-friendly repository on Deep Reinforcement Learning (RL), written in PyTorch.☆23Updated last month
- ☆22Updated 2 years ago
- ExORL: Exploratory Data for Offline Reinforcement Learning☆108Updated 3 years ago
- Source files to replicate experiments in my ICLR 2022 paper.☆69Updated 8 months ago
- Code for NeurIPS2023 accepted paper: Counterfactual Conservative Q Learning for Offline Multi-agent Reinforcement Learning.☆33Updated last week
- official implementation for our paper Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-Tuning☆85Updated 7 months ago
- When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment, NeurIPS 2023 (oral)☆60Updated last year
- Extreme Q-Learning: Max Entropy RL without Entropy☆84Updated 2 years ago
- ☆20Updated 10 months ago
- The Official Code for Offline Model-based Adaptable Policy Learning (NeurIPS'21 & TPAMI)☆22Updated last year
- ☆42Updated 3 years ago
- Model-Based Offline Reinforcement Learning☆47Updated 4 years ago
- Official PyTorch implementation of "Uncertainty-Based Offline Reinforcement Learning with Diversified Q-Ensemble" (NeurIPS'21)☆75Updated 2 years ago
- Synthetic Experience Replay☆86Updated 9 months ago
- Implementation of Tactical Optimistic and Pessimistic value estimation☆25Updated last year
- 🔥 Datasets and env wrappers for offline safe reinforcement learning☆88Updated 5 months ago
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆97Updated 9 months ago
- Code accompanying the paper Adversarially Trained Actor Critic for Offline Reinforcement Learning by Ching-An Cheng*, Tengyang Xie*, Nan …☆69Updated 2 years ago
- Official code for "RAMBO: Robust Adversarial Model-Based Offline RL", NeurIPS 2022☆26Updated last year
- Official code release for "CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity"☆66Updated 8 months ago
- Pessimistic Bootstrapping for Uncertainty-Driven Offline Reinforcement Learning☆28Updated 3 years ago
- Author's PyTorch implementation of TD7 for online and offline RL☆132Updated last year
- Conservative Q learning in Jax☆52Updated 2 years ago
- [NeurIPS 2022 Oral] The official implementation of POR in "A Policy-Guided Imitation Approach for Offline Reinforcement Learning"☆58Updated last year
- Official Codebase for TMLR 2023, Benchmarks and Algorithms for Offline Preference-Based Reward Learning☆20Updated 2 years ago
- Code for Latent Action Space for Offline Reinforcement Learning [CoRL 2020]☆51Updated 3 years ago