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Oral
Fri Apr 24 06:30 AM -- 06:40 AM (PDT) @ Amphitheater None
ScaleCUA: Scaling Open-Source Computer Use Agents with Cross-Platform Data
Zhaoyang Liu ⋅ JingJing Xie ⋅ Zichen Ding ⋅ Zehao Li ⋅ Bowen Yang ⋅ Zhenyu Wu ⋅ Xuehui Wang ⋅ Qiushi Sun ⋅ Shi Liu ⋅ Weiyun Wang ⋅ Shenglong Ye ⋅ Qingyun Li ⋅ Zeyue Tian ⋅ Gen Luo ⋅ Xiangyu Yue ⋅ Biqing Qi ⋅ Kai Chen ⋅ Bowen Zhou ⋅ Yu Qiao ⋅ Qifeng Chen ⋅ Wenhai Wang
[ OpenReview
Oral
Fri Apr 24 06:42 AM -- 06:52 AM (PDT) @ Amphitheater None
Shoot First, Ask Questions Later? Building Rational Agents that Explore and Act Like People
Gabriel Grand ⋅ Valerio Pepe ⋅ Joshua B Tenenbaum ⋅ Jacob Andreas
[ OpenReview
Oral
Fri Apr 24 06:54 AM -- 07:04 AM (PDT) @ Amphitheater None
In-the-Flow Agentic System Optimization for Effective Planning and Tool Use
Zhuofeng Li ⋅ Haoxiang Zhang ⋅ Seungju Han ⋅ Sheng Liu ⋅ Jianwen Xie ⋅ Yu Zhang ⋅ Yejin Choi ⋅ James Y Zou ⋅ Pan Lu
[ OpenReview
Oral
Fri Apr 24 07:06 AM -- 07:16 AM (PDT) @ Amphitheater None
Gaia2: Benchmarking LLM Agents on Dynamic and Asynchronous Environments
Romain Froger ⋅ Pierre Andrews ⋅ Matteo Bettini ⋅ Amar Budhiraja ⋅ Ricardo Cabral ⋅ Virginie Do ⋅ Emilien Garreau ⋅ Jean-Baptiste Gaya ⋅ Hugo Laurençon ⋅ Maxime Lecanu ⋅ Kunal Malkan ⋅ Dheeraj Mekala ⋅ Pierre Ménard ⋅ Gerard Bertran ⋅ Ulyana Piterbarg ⋅ Mikhail Plekhanov ⋅ Mathieu Rita ⋅ Andrey Rusakov ⋅ Vladislav Vorotilov ⋅ Mengjuew Wang ⋅ Ian Yu ⋅ Amine Benhalloum ⋅ Grégoire Mialon ⋅ Thomas Scialom
[ Slides [ OpenReview
Oral
Fri Apr 24 07:18 AM -- 07:28 AM (PDT) @ Amphitheater None
AgentGym-RL: An Open-Source Framework to Train LLM Agents for Long-Horizon Decision Making via Multi-Turn RL
Zhiheng Xi ⋅ Jixuan Huang ⋅ Chenyang Liao ⋅ Baodai Huang ⋅ Jiaqi Liu ⋅ Honglin Guo ⋅ yajie yang ⋅ Rui Zheng ⋅ Junjie Ye ⋅ Jiazheng Zhang ⋅ Wenxiang Chen ⋅ Wei He ⋅ Yiwen Ding ⋅ Guanyu Li ⋅ Zehui Chen ⋅ Zhengyin Du ⋅ Xuesong Yao ⋅ Yufei Xu ⋅ Jiecao Chen ⋅ Tao Gui ⋅ Zuxuan Wu ⋅ Qi Zhang ⋅ Xuanjing Huang ⋅ Yu-Gang Jiang
[ Slides [ OpenReview
Oral
Fri Apr 24 07:30 AM -- 07:40 AM (PDT) @ Amphitheater None
GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning
Lakshya A Agrawal ⋅ Shangyin Tan ⋅ Dilara Soylu ⋅ Noah Ziems ⋅ Rishi Khare ⋅ Krista Opsahl-Ong ⋅ Arnav Singhvi ⋅ Herumb Shandilya ⋅ Michael J Ryan ⋅ Meng Jiang ⋅ Christopher Potts ⋅ Koushik Sen ⋅ Alex Dimakis ⋅ Ion Stoica ⋅ Dan Klein ⋅ Matei Zaharia ⋅ Omar Khattab
[ OpenReview
Oral
Fri Apr 24 07:42 AM -- 07:52 AM (PDT) @ Amphitheater None
Speculative Actions: A Lossless Framework for Faster AI Agents
Naimeng Ye ⋅ Arnav Ahuja ⋅ Georgios Liargkovas ⋅ Yunan Lu ⋅ Kostis Kaffes ⋅ Tianyi Peng
[ OpenReview