AppBuddy: Learning to Accomplish Tasks in Mobile Apps via Reinforcement
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AppBuddy: Learning to Accomplish Tasks in Mobile Apps via Reinforcement Learning

31 May 2021

Zhiming Hu

Rodrigo Toro Icarte

Sheila A. McIlraith

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Papers citing "AppBuddy: Learning to Accomplish Tasks in Mobile Apps via Reinforcement Learning"

14 / 14 papers shown

Title
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 122 68 0 23 May 2024
Widget Captioning: Generating Natural Language Description for Mobile User Interface Elements Yongqian Li Gang Li Luheng He Jingjie Zheng Hong Li Zhiwei Guan 68 109 0 08 Oct 2020
An empirical investigation of the challenges of real-world reinforcement learning Gabriel Dulac-Arnold Nir Levine D. Mankowitz Jerry Li Cosmin Paduraru Sven Gowal Todd Hester OffRL 81 125 0 24 Mar 2020
Reinforcement Learning-Driven Test Generation for Android GUI Applications using Formal Specifications Yavuz Köroglu A. Sen 46 13 0 13 Nov 2019
VASTA: A Vision and Language-assisted Smartphone Task Automation System A. R. Sereshkeh Gary Leung K. Perumal Caleb Phillips Minfan Zhang Afsaneh Fazly Iqbal Mohomed 42 41 0 04 Nov 2019
DOM-Q-NET: Grounded RL on Structured Language Sheng Jia J. Kiros Jimmy Ba LM&Ro 40 37 0 19 Feb 2019
Learning to Navigate the Web Izzeddin Gur U. Rückert Aleksandra Faust Dilek Z. Hakkani-Tür 56 65 0 21 Dec 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 94,891 0 11 Oct 2018
Reinforcement Learning on Web Interfaces Using Workflow-Guided Exploration Emmy Liu Kelvin Guu Panupong Pasupat Tianlin Shi Percy Liang OnRL 62 218 0 24 Feb 2018
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 499 19,065 0 20 Jul 2017
OpenAI Gym Greg Brockman Vicki Cheung Ludwig Pettersson Jonas Schneider John Schulman Jie Tang Wojciech Zaremba OffRL ODL 223 5,077 0 05 Jun 2016
A Deep Hierarchical Approach to Lifelong Learning in Minecraft Chen Tessler Shahar Givony Tom Zahavy D. Mankowitz Shie Mannor CLL 129 381 0 25 Apr 2016
Continuous control with deep reinforcement learning Timothy Lillicrap Jonathan J. Hunt Alexander Pritzel N. Heess Tom Erez Yuval Tassa David Silver Daan Wierstra 320 13,248 0 09 Sep 2015
Trust Region Policy Optimization John Schulman Sergey Levine Philipp Moritz Michael I. Jordan Pieter Abbeel 277 6,776 0 19 Feb 2015