"multi-step decision-making" Papers

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How to Train Your LLM Web Agent: A Statistical Diagnosis

Dheeraj Vattikonda, Santhoshi Ravichandran, Emiliano Penaloza et al.

NEURIPS 2025arXiv:2507.04103
6
citations

Rational Decision-Making Agent with Learning Internal Utility Judgment

Yining Ye, Xin Cong, Shizuo Tian et al.

ICLR 2025
2
citations

Scaling Autonomous Agents via Automatic Reward Modeling And Planning

Zhenfang Chen, Delin Chen, Rui Sun et al.

ICLR 2025arXiv:2502.12130
15
citations