AdaReasoner: Dynamic Tool Orchestration for Iterative Visual Reasoning Paper • 2601.18631 • Published 2 days ago • 37
Towards Scalable Pre-training of Visual Tokenizers for Generation Paper • 2512.13687 • Published Dec 15, 2025 • 102
Beyond Token-level Supervision: Unlocking the Potential of Decoding-based Regression via Reinforcement Learning Paper • 2512.06533 • Published Dec 6, 2025 • 8
DR Tulu: Reinforcement Learning with Evolving Rubrics for Deep Research Paper • 2511.19399 • Published Nov 24, 2025 • 61
P1: Mastering Physics Olympiads with Reinforcement Learning Paper • 2511.13612 • Published Nov 17, 2025 • 134
HiPhO: How Far Are (M)LLMs from Humans in the Latest High School Physics Olympiad Benchmark? Paper • 2509.07894 • Published Sep 9, 2025 • 31
VideoREPA: Learning Physics for Video Generation through Relational Alignment with Foundation Models Paper • 2505.23656 • Published May 29, 2025 • 25
Advancing Multimodal Reasoning: From Optimized Cold Start to Staged Reinforcement Learning Paper • 2506.04207 • Published Jun 4, 2025 • 48
The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models Paper • 2505.22617 • Published May 28, 2025 • 131