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2406.11896
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DigiRL: Training In-The-Wild Device-Control Agents with Autonomous Reinforcement Learning
14 June 2024
Hao Bai
Yifei Zhou
Mert Cemri
Jiayi Pan
Alane Suhr
Sergey Levine
Aviral Kumar
OffRL
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Papers citing
"DigiRL: Training In-The-Wild Device-Control Agents with Autonomous Reinforcement Learning"
12 / 12 papers shown
Title
Think or Not? Selective Reasoning via Reinforcement Learning for Vision-Language Models
Jiaqi Wang
Kevin Qinghong Lin
James Cheng
Mike Zheng Shou
OffRL
ReLM
LRM
57
0
0
22 May 2025
Hidden Ghost Hand: Unveiling Backdoor Vulnerabilities in MLLM-Powered Mobile GUI Agents
Pengzhou Cheng
Haowen Hu
Zheng Wu
Zongru Wu
Tianjie Ju
Zhuosheng Zhang
Zhuosheng Zhang
LLMAG
AAML
57
0
0
20 May 2025
A Survey on Large Language Model based Human-Agent Systems
Henry Peng Zou
Wei-Chieh Huang
Yaozu Wu
Yankai Chen
Chunyu Miao
...
Yongbin Li
Dongyuan Li
Dongyuan Li
Xue Liu
Philip S. Yu
LLMAG
LM&Ro
LM&MA
119
0
0
01 May 2025
A Survey of WebAgents: Towards Next-Generation AI Agents for Web Automation with Large Foundation Models
Liangbo Ning
Ziran Liang
Zhuohang Jiang
Haohao Qu
Yujuan Ding
...
Xiao Wei
Shanru Lin
Hui Liu
Philip S. Yu
Qing Li
LLMAG
LM&Ro
115
7
0
30 Mar 2025
Plan-and-Act: Improving Planning of Agents for Long-Horizon Tasks
Lutfi Eren Erdogan
Nicholas Lee
Sehoon Kim
Suhong Moon
Hiroki Furuta
Gopala Anumanchipalli
Kemal Kurniawan
Amir Gholami
LLMAG
LM&Ro
AIFin
128
2
0
12 Mar 2025
AppAgentX: Evolving GUI Agents as Proficient Smartphone Users
Wenjia Jiang
Yangyang Zhuang
Chenxi Song
Xu Yang
Chi Zhang
Chi Zhang
LLMAG
117
3
0
04 Mar 2025
DistRL: An Asynchronous Distributed Reinforcement Learning Framework for On-Device Control Agents
Taiyi Wang
Zhihao Wu
Jianheng Liu
Jianye Hao
Jun Wang
Kun Shao
OffRL
62
20
0
24 Feb 2025
ConRFT: A Reinforced Fine-tuning Method for VLA Models via Consistency Policy
Yuhui Chen
Shuai Tian
Shugao Liu
Yingting Zhou
Haoran Li
Dongbin Zhao
OffRL
129
6
0
08 Feb 2025
WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Zehan Qi
Xiao-Chang Liu
Iat Long Iong
Hanyu Lai
Xingwu Sun
...
Shuntian Yao
Tianjie Zhang
Wei Xu
J. Tang
Yuxiao Dong
120
30
0
28 Jan 2025
Ferret-UI 2: Mastering Universal User Interface Understanding Across Platforms
Zhangheng Li
Keen You
Hao Zhang
Di Feng
Harsh Agrawal
Xiujun Li
Mohana Prasad Sathya Moorthy
Jeff Nichols
Yue Yang
Zhe Gan
MLLM
78
19
0
24 Oct 2024
Lightweight Neural App Control
Filippos Christianos
Georgios Papoudakis
Thomas Coste
Jianye Hao
Jun Wang
Kun Shao
LM&Ro
67
5
0
23 Oct 2024
SPA-Bench: A Comprehensive Benchmark for SmartPhone Agent Evaluation
Jingxuan Chen
Derek Yuen
Bin Xie
Yue Yang
Gongwei Chen
...
Liqiang Nie
Yasheng Wang
Jianye Hao
Jun Wang
Kun Shao
LLMAG
103
8
0
19 Oct 2024
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