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
☆27Updated last year
Alternatives and similar repositories for A2PR
Users that are interested in A2PR are comparing it to the libraries listed below
Sorting:
- ☆17Updated last year
- [ICLR 2025] The offical implementation of "PSEC: Skill Expansion and Composition in Parameter Space", a new framework designed to facilit…☆28Updated 4 months ago
- D2C(Data-driven Control Library) is a library for data-driven control based on reinforcement learning.☆24Updated last year
- [OWA@NeurIPS'24] xTED: Cross-Domain Adaptation via Diffusion-Based Trajectory Editing☆18Updated 8 months ago
- This repository provides a survey on the applications of deep generative models for offline reinforcement learning and imitation learning…☆49Updated last month
- [NeurIPS 2023] The official implementation of "Offline Multi-Agent Reinforcement Learning with Implicit Global-to-Local Value Regularizat…☆36Updated last year
- Code for ICLR 2024 paper "Towards Robust Offline Reinforcement Learning under Diverse Data Corruption"☆17Updated 7 months ago
- code for paper "Entropy-regularized Diffusion Policy with Q-Ensembles for Offline Reinforcement Learning"☆16Updated last year
- [ICRA 2025] H2O+: An Improved Framework for Hybrid Offline-and-Online RL with Dynamics Gaps.☆11Updated 2 months ago
- ☆7Updated 2 years ago
- official implementation of ODICE☆18Updated last year
- ☆19Updated 2 years ago
- Author's PyTorch implementation of ICML'23 paper "Policy Regularization with Dataset Constraint for Offline Reinforcement Learning" for D…☆18Updated 7 months ago
- [ICLR 2024] The official implementation of "Safe Offline Reinforcement Learning with Feasibility-Guided Diffusion Model"☆104Updated 4 months ago
- ☆13Updated 7 months ago
- ☆48Updated 7 months ago
- 🔥 Datasets and env wrappers for offline safe reinforcement learning☆94Updated 9 months ago
- CORRO code☆35Updated 2 years ago
- Model-based Offline Policy Optimization re-implement all by pytorch☆32Updated last year
- ☆10Updated last year
- The official implementation of "Mind the Gap: Offline Policy Optimization for Imperfect Rewards" (ICLR2023)☆16Updated 2 years ago
- ICRA 2024☆11Updated last year
- ☆61Updated 7 months ago
- ☆102Updated 2 years ago
- Code for NeurIPS 2022 paper "Robust offline Reinforcement Learning via Conservative Smoothing"☆19Updated 2 years ago
- [NeurIPS'22 Spotlight] When to Trust Your Simulator: Dynamics-Aware Hybrid Offline-and-Online Reinforcement Learning☆56Updated last year
- ☆12Updated 9 months ago
- ☆56Updated 2 years ago
- [NeurIPS 2024] Official Implementation of Meta-DT☆44Updated 8 months ago
- Pessimistic Bootstrapping for Uncertainty-Driven Offline Reinforcement Learning☆27Updated 3 years ago