DistRL: An Asynchronous Distributed Reinforcement Learning Framework for On-Device Control Agents

DistRL: An Asynchronous Distributed Reinforcement Learning Framework for On-Device Control Agents

24 February 2025

Papers citing "DistRL: An Asynchronous Distributed Reinforcement Learning Framework for On-Device Control Agents"

12 / 12 papers shown

Title
Can Global XAI Methods Reveal Injected Bias in LLMs? SHAP vs Rule Extraction vs RuleSHAP Francesco Sovrano 14 0 0 16 May 2025
StreamRL: Scalable, Heterogeneous, and Elastic RL for LLMs with Disaggregated Stream Generation Yinmin Zhong Zili Zhang Xiaoniu Song Hanpeng Hu Chao Jin ... Changyi Wan Hongyu Zhou Yimin Jiang Yibo Zhu Daxin Jiang OffRL AI4TS 59 0 0 22 Apr 2025
ViMo: A Generative Visual GUI World Model for App Agents Dezhao Luo Bohan Tang Kang Li Georgios Papoudakis Jifei Song S. Gong Haifeng Zhang Jun Wang Kun Shao LM&Ro VGen 51 0 0 15 Apr 2025
Advancing Mobile GUI Agents: A Verifier-Driven Approach to Practical Deployment Gaole Dai Shiqi Jiang Ting Cao Yuanchun Li Yuqing Yang Rui Tan Mo Li Lili Qiu 48 1 0 20 Mar 2025
PointVLA: Injecting the 3D World into Vision-Language-Action Models Chengmeng Li Junjie Wen Yan Peng Yaxin Peng Feifei Feng Yichen Zhu 3DPC 73 3 0 10 Mar 2025
FedMABench: Benchmarking Mobile Agents on Decentralized Heterogeneous User Data Wenhao Wang Zijie Yu Guangyi Liu J.N. Zhang Tian Jin Yanfeng Wang FedML 51 0 0 07 Mar 2025
VEM: Environment-Free Exploration for Training GUI Agent with Value Environment Model Jiani Zheng Lu Wang Fangkai Yang C. Zhang Lingrui Mei Wenjie Yin Qingwei Lin Dongmei Zhang Saravan Rajmohan Qi Zhang OffRL 64 2 0 26 Feb 2025
VSC-RL: Advancing Autonomous Vision-Language Agents with Variational Subgoal-Conditioned Reinforcement Learning Qingyuan Wu Jianheng Liu Haifeng Zhang Jun Wang Kun Shao OffRL 104 0 0 11 Feb 2025
AppVLM: A Lightweight Vision Language Model for Online App Control Georgios Papoudakis Thomas Coste Zhihao Wu Jianye Hao Jun Wang Kun Shao 57 1 0 10 Feb 2025
OCMDP: Observation-Constrained Markov Decision Process Taiyi Wang Jianheng Liu Bryan Lee Zhihao Wu Yu Wu 33 1 0 11 Nov 2024
Lightweight Neural App Control Filippos Christianos Georgios Papoudakis Thomas Coste Jianye Hao Jun Wang Kun Shao LM&Ro 57 4 0 23 Oct 2024
SPA-Bench: A Comprehensive Benchmark for SmartPhone Agent Evaluation Jingxuan Chen Derek Yuen Bin Xie Yuqing Yang Gongwei Chen ... Liqiang Nie Yasheng Wang Jianye Hao Jun Wang Kun Shao LLMAG 47 5 0 19 Oct 2024