Retrospective Harness Optimization: Improving LLM Agents via Self-Preference over Trajectory Rollouts Paper • 2606.05922 • Published 6 days ago • 37
FlowRL: Matching Reward Distributions for LLM Reasoning Paper • 2509.15207 • Published Sep 18, 2025 • 119
Statistical Estimation of Adversarial Risk in Large Language Models under Best-of-N Sampling Paper • 2601.22636 • Published Jan 30 • 22
SEMA: Simple yet Effective Learning for Multi-Turn Jailbreak Attacks Paper • 2602.06854 • Published Feb 6 • 6