AI RESEARCH
Foresight Optimization for Strategic Reasoning in Large Language Models
arXiv CS.CL
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ArXi:2604.13592v1 Announce Type: new Reasoning capabilities in large language models (LLMs) have generally advanced significantly. However, it is still challenging for existing reasoning-based LLMs to perform effective decision-making abilities in multi-agent environments, due to the absence of explicit foresight modeling. To this end, strategic reasoning, the most fundamental capability to anticipate the counterpart's behaviors and foresee its possible future actions, has been