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
☆34Updated 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 last year
- [ICLR 2024] The official implementation of "Safe Offline Reinforcement Learning with Feasibility-Guided Diffusion Model"☆116Updated 10 months ago
- code for paper "Entropy-regularized Diffusion Policy with Q-Ensembles for Offline Reinforcement Learning"☆19Updated last year
- ☆117Updated 2 years ago
- ☆63Updated last year
- This repository provides a survey on the applications of deep generative models for offline reinforcement learning and imitation learning…☆52Updated 7 months ago
- ☆19Updated 2 years ago
- ☆13Updated last year
- D2C(Data-driven Control Library) is a library for data-driven control based on reinforcement learning.☆32Updated 2 years ago
- [NeurIPS 2024] Official Implementation of Meta-DT☆50Updated last year
- [NeurIPS 2023] Efficient Diffusion Policy☆113Updated 2 years ago
- [NeurIPS 2023] The official implementation of "Offline Multi-Agent Reinforcement Learning with Implicit Global-to-Local Value Regularizat…☆39Updated last year
- ☆25Updated last year
- [ICRA'25] H2O+: An Improved Framework for Hybrid Offline-and-Online RL with Dynamics Gaps☆12Updated 8 months ago
- Implementation of "MADiff: Offline Multi-agent Learning with Diffusion Models"☆97Updated 5 months ago
- ☆20Updated 2 years ago
- official implementation of ODICE☆19Updated last year
- Official code for ICML 2024 paper Reinformer: Max-Return Sequence Modeling for offline RL☆44Updated last year
- Prioritized Generative Replay (ICLR 2025 Oral)☆22Updated 9 months ago
- Author's PyTorch implementation of ICML'23 paper "Policy Regularization with Dataset Constraint for Offline Reinforcement Learning" for D…☆18Updated last year
- ☆37Updated 2 years ago
- [ICML 2022] Robust Task Representations for Offline Meta-Reinforcement Learning via Contrastive Learning☆37Updated 3 years ago
- ☆57Updated last month
- The official implementation of "Mind the Gap: Offline Policy Optimization for Imperfect Rewards" (ICLR2023)☆16Updated 2 years ago
- NeurIPS 2024 DACER☆152Updated 2 months ago
- ICLR 2024: SafeDreamer: Safe Reinforcement Learning with World Models☆84Updated last year
- ICML'2024: Q-value Regularized Transformer for Offline Reinforcement Learning☆34Updated 11 months ago
- Code release for "HarmonyDream: Task Harmonization Inside World Models" (ICML 2024), https://arxiv.org/abs/2310.00344☆48Updated last year
- 🔥 Datasets and env wrappers for offline safe reinforcement learning☆106Updated last month
- This is the repo of "RL-ViGen: A Reinforcement Learning Benchmark for Visual Generalization"☆110Updated 9 months ago