Title
Budget-Aware Tool-Use Enables Effective Agent Scaling Tengxiao Liu Zifeng Wang Jin Miao I-Hung Hsu Jun Yan ... Samira Daruki Yi Liang William Y. Wang Tomas Pfister Chen-Yu Lee 196 0 0 21 Nov 2025
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RECODE: Reasoning Through Code Generation for Visual Question Answering Junhong Shen Mu Cai Bo Hu Ameet Talwalkar David A. Ross Cordelia Schmid Alireza Fathi ReLM LRM 140 0 0 15 Oct 2025
Learning on the Job: Test-Time Curricula for Targeted Reinforcement Learning Jonas Hübotter Leander Diaz-Bone Ido Hakimi Andreas Krause Moritz Hardt 147 1 0 06 Oct 2025
Agent-ScanKit: Unraveling Memory and Reasoning of Multimodal Agents via Sensitivity Perturbations Pengzhou Cheng Lingzhong Dong Zeng Wu Zongru Wu Zhuosheng Zhang Chengwei Qin Zhuosheng Zhang Gongshen Liu LLMAG 386 0 0 01 Oct 2025
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Learning GUI Grounding with Spatial Reasoning from Visual Feedback Yu Zhao Wei Chen Huseyin A. Inan Samuel Kessler Lu Wang ... Fangkai Yang Chaoyun Zhang Pasquale Minervini Saravan Rajmohan Robert Sim 96 1 0 25 Sep 2025
VCRL: Variance-based Curriculum Reinforcement Learning for Large Language Models Guochao Jiang Wenfeng Feng Guofeng Quan Chuzhan Hao Yuewei Zhang Guohua Liu Hao Wang OffRL LRM 128 3 0 24 Sep 2025
AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcement Learning Zhiheng Xi J. Huang Chenyang Liao Baodai Huang Honglin Guo ... Tao Gui Zuxuan Wu Qi Zhang Xuanjing Huang Yu-Gang Jiang 116 12 0 10 Sep 2025
SSRL: Self-Search Reinforcement Learning Wendi Li Kaiyan Zhang Heng Zhou Yuxin Zuo Yanxu Chen ... Z. He Bingning Wang Wenlong Zhang Ning Ding Bowen Zhou LLMAG LRM 111 5 0 14 Aug 2025
A Survey on AgentOps: Categorization, Challenges, and Future Directions Zexin Wang Jingjing Li Quan Zhou Haotian Si Yuanhao Liu Jianhui Li Gaogang Xie Fei Sun Dan Pei Changhua Pei LLMAG AI4TS 162 0 0 04 Aug 2025