Think Longer to Explore Deeper: Learn to Explore In-Context via Length-Incentivized Reinforcement Learning Paper • 2602.11748 • Published 2 days ago • 25
P1-VL: Bridging Visual Perception and Scientific Reasoning in Physics Olympiads Paper • 2602.09443 • Published 4 days ago • 56
AdaReasoner: Dynamic Tool Orchestration for Iterative Visual Reasoning Paper • 2601.18631 • Published 19 days ago • 47
AgentDoG Collection A Diagnostic Guardrail Framework for AI Agent Safety and Security • 11 items • Updated 17 days ago • 101
DiffThinker: Towards Generative Multimodal Reasoning with Diffusion Models Paper • 2512.24165 • Published Dec 30, 2025 • 51
P1: Mastering Physics Olympiads with Reinforcement Learning Paper • 2511.13612 • Published Nov 17, 2025 • 134
TiViBench: Benchmarking Think-in-Video Reasoning for Video Generative Models Paper • 2511.13704 • Published Nov 17, 2025 • 43
VideoSSR: Video Self-Supervised Reinforcement Learning Paper • 2511.06281 • Published Nov 9, 2025 • 25
Thinking with Video: Video Generation as a Promising Multimodal Reasoning Paradigm Paper • 2511.04570 • Published Nov 6, 2025 • 216
ThinkMorph: Emergent Properties in Multimodal Interleaved Chain-of-Thought Reasoning Paper • 2510.27492 • Published Oct 30, 2025 • 86
Spotlight on Token Perception for Multimodal Reinforcement Learning Paper • 2510.09285 • Published Oct 10, 2025 • 37
Diversity-Incentivized Exploration for Versatile Reasoning Paper • 2509.26209 • Published Sep 30, 2025 • 16
Reasoning over Boundaries: Enhancing Specification Alignment via Test-time Delibration Paper • 2509.14760 • Published Sep 18, 2025 • 53
A Survey of Reinforcement Learning for Large Reasoning Models Paper • 2509.08827 • Published Sep 10, 2025 • 190
Temporal Self-Rewarding Language Models: Decoupling Chosen-Rejected via Past-Future Paper • 2508.06026 • Published Aug 8, 2025 • 15
Efficient Agents: Building Effective Agents While Reducing Cost Paper • 2508.02694 • Published Jul 24, 2025 • 86
IntFold: A Controllable Foundation Model for General and Specialized Biomolecular Structure Prediction Paper • 2507.02025 • Published Jul 2, 2025 • 35
Thinking with Images for Multimodal Reasoning: Foundations, Methods, and Future Frontiers Paper • 2506.23918 • Published Jun 30, 2025 • 89
Advancing Multimodal Reasoning: From Optimized Cold Start to Staged Reinforcement Learning Paper • 2506.04207 • Published Jun 4, 2025 • 48