Jaewoopudding / GTALinks
Official codebase for GTA: Generative Trajectory Augmentation with Guidance for Offline Reinforcement Learning.
☆29Updated last year
Alternatives and similar repositories for GTA
Users that are interested in GTA are comparing it to the libraries listed below
Sorting:
- Synthetic Experience Replay☆107Updated last year
- [ICLR 2024 Spotlight] Code for the paper "Decision ConvFormer: Local Filtering in MetaFormer is Sufficient for Decision Making"☆12Updated last year
- ☆63Updated last year
- Scaling Pareto-Efficient Decision Making via Offline Multi-Objective RL, published in ICLR 2023☆33Updated last year
- ☆60Updated last month
- [NeurIPS 2024] Official Implementation of Meta-DT☆51Updated last year
- ☆37Updated 2 years ago
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆112Updated last year
- [NeurIPS 2023] The official implementation of "Offline Multi-Agent Reinforcement Learning with Implicit Global-to-Local Value Regularizat…☆39Updated last year
- ☆10Updated 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…☆47Updated 2 years ago
- Learning to Modulate pre-trained Models in RL (Decision Transformer, LoRA, Fine-tuning)☆61Updated last year
- Generalized Decision Transformer for Offline Hindsight Information Matching (ICLR2022)☆70Updated 3 years ago
- Author's PyTorch implementation of ICML'23 paper "Policy Regularization with Dataset Constraint for Offline Reinforcement Learning" for D…☆18Updated last year
- Author's Pytorch implementation of ICLR2023 paper Behavior Proximal Policy Optimization (BPPO).☆94Updated 2 years ago
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆92Updated last year
- ☆29Updated 2 years ago
- Repo for Implicit Diffusion Q-Learning☆121Updated 2 years ago
- ☆14Updated last year
- ☆58Updated 11 months ago
- METRA: Scalable Unsupervised RL with Metric-Aware Abstraction (ICLR 2024)☆80Updated 2 years ago
- [NeurIPS 2022 Oral] The official implementation of POR in "A Policy-Guided Imitation Approach for Offline Reinforcement Learning"☆57Updated 2 years ago
- Representation Learning (RepL) Methods in Reinforcement Learning and Causal Inference☆30Updated last month
- ☆15Updated 4 months ago
- Official code for "Unleashing the Power of Pre-trained Language Models for Offline Reinforcement Learning".☆53Updated last year
- Code for MOBILE: Model-Bellman Inconsistency Penalized Offline Policy Optimization☆22Updated last year
- [NeurIPS 2023] Implementation of Elastic Decision Transformer☆38Updated 2 years ago
- ☆58Updated 2 years ago
- Official code repository for Prompt-DT.☆120Updated 3 years ago
- official implementation for our paper Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-Tuning (NeurIPS 2023)☆117Updated last year