Title
Thinking by Doing: Building Efficient World Model Reasoning in LLMs via Multi-turn Interaction Bao Shu Yan Cai Jianjian Sun Chunrui Han En Yu ... Yuang Peng Zheng Ge Xiangyu Zhang Daxin Jiang Xiangyu Yue LLMAG KELM LRM 183 0 0 28 Nov 2025
Agentic Learner with Grow-and-Refine Multimodal Semantic Memory Weihao Bo Shan Zhang Yanpeng Sun Jingjing Wu Qunyi Xie ... Wei He Xiaofan Li Na Zhao Jingdong Wang Z. Li LRM 186 0 0 26 Nov 2025
Scaling Agent Learning via Experience Synthesis Zhaorun Chen Zhuokai Zhao Kai Zhang Bo Liu Qi Qi ... Xian Li Kurt Thomas Bo Li Jason Weston Dat Huynh OffRL CLL 362 0 0 05 Nov 2025