NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers?
Paper • 2606.24530 • Published • 53
Kaiyan Zhang
iseesaw
AI & ML interests
Large Reasoning Models, Reinforcement Learning, Agent
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Attention as a Compass: Efficient Exploration for Process-Supervised RL in Reasoning Models
Paper • 2509.26628 • Published • 17
From Perception to Cognition: A Survey of Vision-Language Interactive Reasoning in Multimodal Large Language Models
Paper • 2509.25373 • Published
JustRL: Scaling a 1.5B LLM with a Simple RL Recipe
Paper • 2512.16649 • Published • 31
How Far Can Unsupervised RLVR Scale LLM Training?
Paper • 2603.08660 • Published • 60
Emotion-Director: Bridging Affective Shortcut in Emotion-Oriented Image Generation
Paper • 2512.19479 • Published • 1
PRISMA: Reinforcement Learning Guided Two-Stage Policy Optimization in Multi-Agent Architecture for Open-Domain Multi-Hop Question Answering
Paper • 2601.05465 • Published
MARS$^2$: Scaling Multi-Agent Tree Search via Reinforcement Learning for Code Generation
Paper • 2604.14564 • Published • 1
EnterpriseClawBench: Benchmarking Agents from Real Workplace Sessions
Paper • 2606.23654 • Published • 74
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Forge: Scalable Agent RL Framework and Algorithm
MiniMax-AI
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