Evolutionary Task Discovery: Advancing Reasoning Frontiers via Skill Composition and Complexity Scaling

Liqin Ye, Yanbin Yin, Michael Galarnyk +3

The reasoning frontier of Large Language Models (LLMs) has advanced significantly through modern post-training paradigms (e.g., Reinforcement Learning from Verifiable Rewards (RLVR…