Progress-Aware Distillation for Mitigating Stagnation in Small Language Model Agents Paper • 2610.19439 • Published 15 days ago • 11
Smaller Models, Better Rejects: Preference Distillation Scaling Paper • 2609.38987 • Published Sep 30 • 18
Lightning OPD: Efficient Post-Training for Large Reasoning Models with Offline On-Policy Distillation Paper • 2604.13010 • Published Apr 14 • 21
A Policy-Guided Imitation Approach for Offline Reinforcement Learning Paper • 2210.08323 • Published Apr 5, 2023
Rubrics as Rewards: Reinforcement Learning Beyond Verifiable Domains Paper • 2507.17746 • Published Jul 23, 2025 • 6
Which Heads Matter for Reasoning? RL-Guided KV Cache Compression Paper • 2510.08525 • Published Oct 9, 2025 • 23
StockBench: Can LLM Agents Trade Stocks Profitably In Real-world Markets? Paper • 2510.02209 • Published Oct 2, 2025 • 58
SciReasoner: Laying the Scientific Reasoning Ground Across Disciplines Paper • 2509.21320 • Published Sep 25, 2025 • 101