AI Agent

CudaForge: An Agent Framework with Hardware Feedback for CUDA Kernel Optimization

Zijian Zhang, Rong Wang, Shiyang Li, Yuebo Luo, Mingyi Hong, Caiwen Ding

机构 * University of Minnesota, Twin Cities（明尼苏达大学，双城分校） 纠错

专题命中 工具调用 ：agent(title,abstract)；workflow(abstract)；agentic(abstract)；multi-agent(abstract)

s3: You Don't Need That Much Data to Train a Search Agent via RL

Pengcheng Jiang, Xueqiang Xu, Jiacheng Lin, Jinfeng Xiao, Zifeng Wang, Jimeng Sun, Jiawei Han

机构 * University of Illinois Urbana Champaign（伊利诺伊大学厄巴纳-香槟分校） ； Amazon（亚马逊公司） 纠错

专题命中 工具调用 ：agent(title)；分类 cs.AI、cs.CL

Comments EMNLP 2025 camera-ready

Kosmos: An AI Scientist for Autonomous Discovery

Ludovico Mitchener, Angela Yiu, Benjamin Chang, Mathieu Bourdenx, Tyler Nadolski, Arvis Sulovari, Eric C. Landsness, Daniel L. Barabasi, Siddharth Narayanan, Nicky Evans, Shriya Reddy, Martha Foiani, Aizad Kamal, Leah P. Shriver, Fang Cao, Asmamaw T. Wassie, Jon M. Laurent, Edwin Melville-Green, Mayk Caldas, Albert Bou, Kaleigh F. Roberts, Sladjana Zagorac, Timothy C. Orr, Miranda E. Orr, Kevin J. Zwezdaryk, Ali E. Ghareeb, Laurie McCoy, Bruna Gomes, Euan A. Ashley, Karen E. Duff, Tonio Buonassisi, Tom Rainforth, Randall J. Bateman, Michael Skarlinski, Samuel G. Rodriques, Michaela M. Hinks, Andrew D. White

专题命中 工具调用 ：agent(abstract)；AI agent(abstract)；分类 cs.AI

Comments Revision: figure layout changes and minor text edits

WorldPlanner: Monte Carlo Tree Search and MPC with Action-Conditioned Visual World Models

R. Khorrambakht, Joaquim Ortiz-Haro, Joseph Amigo, Omar Mostafa, Daniel Dugas, Franziska Meier, Ludovic Righetti

机构 * Center for Robotics and Embodied Intelligence, Tandon School of Engineering, New York University, Brooklyn, NY（机器人与具身智能中心，工程学院，纽约大学，布鲁克林，纽约） ； FAIR at Meta（Meta的FAIR） 纠错

专题命中 工具调用 ：planning(abstract)