R^3L: Reflect-then-Retry Reinforcement Learning with Language-Guided Exploration, Pivotal Credit, and Positive Amplification Paper • 2601.03715 • Published Jan 7 • 3
TCOD: Exploring Temporal Curriculum in On-Policy Distillation for Multi-turn Autonomous Agents Paper • 2604.24005 • Published Apr 27 • 9
Trinity-RFT: A General-Purpose and Unified Framework for Reinforcement Fine-Tuning of Large Language Models Paper • 2505.17826 • Published May 23, 2025 • 10