Beyond Outcome Rewards: Process-Aware Optimization for Search Agents
Yiwei Dai · Hengyi Cai · Hui Wu · Yili Wang · Han Xu · Minlan Shao · Yuchen Li · Shuaiqiang Wang · Xin Wang · Yi Chang · Dawei Yin
首次获取该候选人的完整档案及 StartLux 评估共 20 积分;每位用户单独解锁,之后查看免费。主动刷新 20 积分。
实时查找电子邮箱,费用不超过20积分;未找到邮箱不扣费。
Yiwei Dai · Hengyi Cai · Hui Wu · Yili Wang · Han Xu · Minlan Shao · Yuchen Li · Shuaiqiang Wang · Xin Wang · Yi Chang · Dawei Yin
Hui Wu · Chao Xu · Jianghui Wang · Ziqiong Liu · Dong Li · Yiwei Dai · Emad Barsoum
Embodied agents in open-ended environments such as Minecraft increasingly adopt planner–controller architectures, with large language models acting as high-level planners. While planning has advanced rapidly, control remains underexplored. Existing systems commonly rely on a monolithic policy to...
Matt Bell · David Gay · Per Jacobsson · Ram Kesavan · Namita Lal · Xijiao Li · Hui Wu
Jinman Zhao · Erxue Min · Hui Wu · Ziheng Li · Zexu Sun · Hengyi Cai · Shuaiqiang Wang · Xu Chen · Gerald Penn