GenEnv: Difficulty-Aligned Co-Evolution Between LLM Agents and Environment Simulators Paper • 2512.19682 • Published Dec 22, 2025 • 19
Exploration v.s. Exploitation: Rethinking RLVR through Clipping, Entropy, and Spurious Reward Paper • 2512.16912 • Published Dec 18, 2025 • 12
A Survey of Self-Evolving Agents: On Path to Artificial Super Intelligence Paper • 2507.21046 • Published Jul 28, 2025 • 87
