Stronger Together: On-Policy Reinforcement Learning for Collaborative LLMs Paper • 2510.11062 • Published 24 days ago • 26
Reinforcing Diffusion Models by Direct Group Preference Optimization Paper • 2510.08425 • Published 27 days ago • 11
MCPMark: A Benchmark for Stress-Testing Realistic and Comprehensive MCP Use Paper • 2509.24002 • Published Sep 28 • 170
The Dragon Hatchling: The Missing Link between the Transformer and Models of the Brain Paper • 2509.26507 • Published Sep 30 • 523
TruthRL: Incentivizing Truthful LLMs via Reinforcement Learning Paper • 2509.25760 • Published Sep 30 • 54
Thinking Sparks!: Emergent Attention Heads in Reasoning Models During Post Training Paper • 2509.25758 • Published Sep 30 • 22
DeepScientist: Advancing Frontier-Pushing Scientific Findings Progressively Paper • 2509.26603 • Published Sep 30 • 16
Parallel-R1: Towards Parallel Thinking via Reinforcement Learning Paper • 2509.07980 • Published Sep 9 • 99
Train Long, Think Short: Curriculum Learning for Efficient Reasoning Paper • 2508.08940 • Published Aug 12 • 26
Emergent Hierarchical Reasoning in LLMs through Reinforcement Learning Paper • 2509.03646 • Published Sep 3 • 30