ltlhuuu / A2PRLinks
[ICML 2024] The offical implementation of A2PR, a simple way to achieve SOTA in offline reinforcement learning with an adaptive advantage-guided policy regularization method, in Pytorch
☆31Updated last year
Alternatives and similar repositories for A2PR
Users that are interested in A2PR are comparing it to the libraries listed below
Sorting:
- [OWA@NeurIPS'24] xTED: Cross-Domain Adaptation via Diffusion-Based Trajectory Editing☆20Updated 9 months ago
- [ICRA 2025] H2O+: An Improved Framework for Hybrid Offline-and-Online RL with Dynamics Gaps.☆12Updated 3 months ago
- D2C(Data-driven Control Library) is a library for data-driven control based on reinforcement learning.☆25Updated last year
- [ICLR 2024] The official implementation of "Safe Offline Reinforcement Learning with Feasibility-Guided Diffusion Model"☆107Updated 5 months ago
- This repository provides a survey on the applications of deep generative models for offline reinforcement learning and imitation learning…☆51Updated 2 months ago
- ☆17Updated last year
- ☆62Updated 8 months ago
- ☆13Updated 10 months ago
- ☆108Updated 2 years ago
- code for paper "Entropy-regularized Diffusion Policy with Q-Ensembles for Offline Reinforcement Learning"☆16Updated last year
- [NeurIPS 2024] Official Implementation of Meta-DT☆45Updated 9 months ago
- ☆19Updated 2 years ago
- ☆23Updated last year
- [NeurIPS 2023] The official implementation of "Offline Multi-Agent Reinforcement Learning with Implicit Global-to-Local Value Regularizat…☆37Updated last year
- Prioritized Generative Replay (ICLR 2025 Oral)☆15Updated 5 months ago
- [NeurIPS 2023] Efficient Diffusion Policy☆106Updated last year
- Listwise Reward Estimation for Offline Preference-based Reinforcement Learning (ICML 2024)☆15Updated last year
- Author's PyTorch implementation of ICML'23 paper "Policy Regularization with Dataset Constraint for Offline Reinforcement Learning" for D…☆19Updated 8 months ago
- The official implementation of "Mind the Gap: Offline Policy Optimization for Imperfect Rewards" (ICLR2023)☆16Updated 2 years ago
- official implementation of ODICE☆18Updated last year
- [ICML 2022] Robust Task Representations for Offline Meta-Reinforcement Learning via Contrastive Learning☆35Updated 2 years ago
- This is the repo of "RL-ViGen: A Reinforcement Learning Benchmark for Visual Generalization"☆107Updated 5 months ago
- ☆7Updated 2 years ago
- ☆49Updated 3 weeks ago
- Policy Expansion for Bridging Offline-to-Online Reinforcement Learning (ICLR23)☆59Updated 2 years ago
- Implementation of "MADiff: Offline Multi-agent Learning with Diffusion Models"☆78Updated last month
- ☆36Updated 2 years ago
- 🔥 Datasets and env wrappers for offline safe reinforcement learning☆98Updated 10 months ago
- Codes accompanying the paper "Score Regularized Policy Optimization through Diffusion Behavior" (ICLR 2024).☆46Updated last year
- official implementation for our paper Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-Tuning☆104Updated last year