Shepherd: A Runtime Substrate Empowering Meta-Agents with a Formalized Execution Trace Paper • 2605.10913 • Published May 11 • 3
Verbalized Sampling: How to Mitigate Mode Collapse and Unlock LLM Diversity Paper • 2510.01171 • Published Oct 1, 2025 • 19
SPIRAL: Self-Play on Zero-Sum Games Incentivizes Reasoning via Multi-Agent Multi-Turn Reinforcement Learning Paper • 2506.24119 • Published Jun 30, 2025 • 51