GenEnv: Difficulty-Aligned Co-Evolution Between LLM Agents and Environment Simulators Paper • 2512.19682 • Published 4 days ago • 14
Exploration v.s. Exploitation: Rethinking RLVR through Clipping, Entropy, and Spurious Reward Paper • 2512.16912 • Published 8 days ago • 10
A Survey of Self-Evolving Agents: On Path to Artificial Super Intelligence Paper • 2507.21046 • Published Jul 28 • 82