ParetoRSI-Gym: Can AI Agents Improve Language Models Across Multiple Domains? Paper • 2610.34386 • Published 14 days ago • 12
Evolving to Match Capabilities: Improving Harness Self-Evolution via Skill Adaptation Paper • 2610.33024 • Published 29 days ago • 21
Scaling in Games: Continued Pre-Training For Embodied Agents In Diverse Virtual Worlds Paper • 2610.28698 • Published 19 days ago • 73
Selecting Diverse SFT Traces Improves Post-RL Generalization Paper • 2609.33780 • Published Sep 27 • 34
MedFrameQA: A Multi-Image Medical VQA Benchmark for Clinical Reasoning Paper • 2505.16964 • Published May 22, 2025 • 2
From Seeing to Thinking: Decoupling Perception and Reasoning Improves Post-Training of Vision-Language Models Paper • 2605.20177 • Published May 19 • 8
Why Does Self-Distillation (Sometimes) Degrade the Reasoning Capability of LLMs? Paper • 2603.24472 • Published Mar 25 • 57
Good SFT Optimizes for SFT, Better SFT Prepares for Reinforcement Learning Paper • 2602.01058 • Published Feb 1 • 45