AndroidEnv: A Reinforcement Learning Platform for Android

AndroidEnv: A Reinforcement Learning Platform for Android

27 May 2021

Daniel Toyama

Gheorghe Comanici

Papers citing "AndroidEnv: A Reinforcement Learning Platform for Android"

19 / 19 papers shown

Title
X-WebAgentBench: A Multilingual Interactive Web Benchmark for Evaluating Global Agentic System Peng Wang Ruihan Tao Qiguang Chen Mengkang Hu Libo Qin LLMAG 14 0 0 21 May 2025
UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction Shravan Nayak Xiangru Jian Kevin Qinghong Lin Juan A. Rodriguez Montek Kalsi ... David Vazquez Christopher Pal Perouz Taslakian Spandana Gella Sai Rajeswar 281 1 0 19 Mar 2025
AgentStudio: A Toolkit for Building General Virtual Agents Longtao Zheng Zhiyuan Huang Zhenghai Xue Xinrun Wang Bo An Shuicheng Yan 91 14 0 17 Feb 2025
Advancing Autonomous VLM Agents via Variational Subgoal-Conditioned Reinforcement Learning Qingyuan Wu Jianheng Liu Haifeng Zhang Jun Wang Kun Shao OffRL 107 1 0 11 Feb 2025
Ferret-UI 2: Mastering Universal User Interface Understanding Across Platforms Zhangheng Li Keen You Han Zhang Di Feng Harsh Agrawal Xiujun Li Mohana Prasad Sathya Moorthy Jeff Nichols Yue Yang Zhe Gan MLLM 65 19 0 24 Oct 2024
VideoGUI: A Benchmark for GUI Automation from Instructional Videos Kevin Qinghong Lin Linjie Li Difei Gao Qinchen Wu Mingyi Yan Zhengyuan Yang Lijuan Wang Mike Zheng Shou 51 10 0 14 Jun 2024
AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents Christopher Rawles Sarah Clinckemaillie Yifan Chang Jonathan Waltz Gabrielle Lau ... Daniel Toyama Robert Berry Divya Tyamagundlu Timothy Lillicrap Oriana Riva LLMAG 72 44 0 23 May 2024
Benchmarking Mobile Device Control Agents across Diverse Configurations Juyong Lee Taywon Min Minyong An Changyeon Kim Kimin Lee 44 10 0 25 Apr 2024
MMInA: Benchmarking Multihop Multimodal Internet Agents Ziniu Zhang Shulin Tian Liangyu Chen Ziwei Liu LLMAG LM&Ro 40 13 0 15 Apr 2024
Tur[k]ingBench: A Challenge Benchmark for Web Agents Kevin Xu Yeganeh Kordi Kate Sanders Yizhong Wang Adam Byerly Kate Sanders Adam Byerly Jingyu Zhang Benjamin Van Durme Daniel Khashabi LLMAG 75 6 0 18 Mar 2024
Towards Unified Alignment Between Agents, Humans, and Environment Zonghan Yang An Liu Zijun Liu Kai Liu Fangzhou Xiong ... Zhenhe Zhang Ziyue Wang Zhicheng Guo Peng Li Yang Liu 36 4 0 12 Feb 2024
Vision-Language Models as a Source of Rewards Kate Baumli Satinder Baveja Feryal M. P. Behbahani Harris Chan Gheorghe Comanici ... Yannick Schroecker Stephen Spencer Richie Steigerwald Luyu Wang Lei Zhang VLM LRM 50 26 0 14 Dec 2023
A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis Izzeddin Gur Hiroki Furuta Austin Huang Mustafa Safdari Yutaka Matsuo Douglas Eck Aleksandra Faust LM&Ro LLMAG 39 201 0 24 Jul 2023
Android in the Wild: A Large-Scale Dataset for Android Device Control Christopher Rawles Alice Li Daniel Rodriguez Oriana Riva Timothy Lillicrap LM&Ro 36 143 0 19 Jul 2023
Multimodal Web Navigation with Instruction-Finetuned Foundation Models Hiroki Furuta Kuang-Huei Lee Ofir Nachum Yutaka Matsuo Aleksandra Faust S. Gu Izzeddin Gur LM&Ro 38 93 0 19 May 2023
UGIF: UI Grounded Instruction Following S. Venkatesh Partha P. Talukdar S. Narayanan 21 10 0 14 Nov 2022
VIMA: General Robot Manipulation with Multimodal Prompts Yunfan Jiang Agrim Gupta Zichen Zhang Guanzhi Wang Yongqiang Dou Yanjun Chen Li Fei-Fei Anima Anandkumar Yuke Zhu Linxi Fan LM&Ro 38 338 0 06 Oct 2022
MineDojo: Building Open-Ended Embodied Agents with Internet-Scale Knowledge Linxi Fan Guanzhi Wang Yunfan Jiang Ajay Mandlekar Yuncong Yang Haoyi Zhu Andrew Tang De-An Huang Yuke Zhu Anima Anandkumar LM&Ro 60 352 0 17 Jun 2022
Learning UI Navigation through Demonstrations composed of Macro Actions Wei Li LLMAG 21 9 0 16 Oct 2021