R-Diverse: Mitigating Diversity Illusion in Self-Play LLM Training

Gengsheng Li, Jinghan He, Shijie Wang +7

Self-play bootstraps LLM reasoning through an iterative Challenger-Solver loop: the Challenger is trained to generate questions that target the Solver's capabilities, and the Solve…