Denghaoyuan123/Awesome-RL-VLA: Awesome-RL-VLA v0.1.0

Awesome RL-VLA for Robotic Manipulation ๐Ÿค– A curated list of papers and resources on Reinforcement Learning of Vision-Language-Action (RL-VLA) models for Robotic Manipulation. This repository provides a comprehensive overview of training paradigms, methodologies, and state-of-the-art approaches in RL-VLA research. ๐Ÿ“ข Latest News ๐Ÿ”ฅ [November 2025] Our comprehensive survey paper "A Survey on Reinforcement Learning of Vision-Language-Action Models for Robotic Manipulation" is currently under review on arXiv and will be published soon! Stay tuned for the official release. ๐Ÿ“„ [Available Now] You can read our survey paper: A Survey on Reinforcement Learning of Vision-Language-Action Models for Robotic Manipulation ๐Ÿ“š

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-11-25
DOI
https://doi.org/10.5281/zenodo.17713487
Primary Topic
Multimodal Machine Learning Applications
Type
article
Field-Weighted Citation Impact
0.00
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article

Denghaoyuan123/Awesome-RL-VLA: Awesome-RL-VLA v0.1.0

Zenodo (CERN European Organization for Nuclear Research)
Multimodal Machine Learning Applications
article

Denghaoyuan123/Awesome-RL-VLA: Awesome-RL-VLA v0.1.0

article en

Abstract

Awesome RL-VLA for Robotic Manipulation ๐Ÿค– A curated list of papers and resources on Reinforcement Learning of Vision-Language-Action (RL-VLA) models for Robotic Manipulation. This repository provides a comprehensive overview of training paradigms, methodologies, and state-of-the-art approaches in RL-VLA research. ๐Ÿ“ข Latest News ๐Ÿ”ฅ [November 2025] Our comprehensive survey paper "A Survey on Reinforcement Learning of Vision-Language-Action Models for Robotic Manipulation" is currently under review on arXiv and will be published soon! Stay tuned for the official release. ๐Ÿ“„ [Available Now] You can read our survey paper: A Survey on Reinforcement Learning of Vision-Language-Action Models for Robotic Manipulation ๐Ÿ“š

Zenodo (CERN European Organization for Nuclear Research)
Nanyang Technological University (SG)
Openalex Percentile: Top 41%
Multimodal Machine Learning Applications
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