Stratagem: Learning Transferable Reasoning via Trajectory-Modulated Game Self-Play
Xiachong Feng · Deyi Yin · Xiaocheng Feng · Yi Jiang · Libo Qin · Yangfan Ye · Lei Huang · Weitao Ma · Qiming Li · Yuxuan Gu · Bing Qin · Lingpeng Kong
摘要
Games offer a compelling paradigm for developing general reasoning capabilities in language models, as they naturally demand strategic planning, probabilistic inference, and adaptive decision-making. However, existing self-play approaches rely solely on terminal game outcomes, providing no mechan...