作者位次 #2/9ACL 2026Poster· Natural Language Processing
Foresight Optimization for Strategic Reasoning in Large Language Models
Jessie Wang · Jiawen Duan · Jian Wang · Kaitao Song · Chunpu Xu · Johnny K. W. Ho · YU Fenggang · Johan F. Hoorn · Wenjie Li
摘要
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 e...