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cs.RO2026
RoboReason: Boosting Robotics-Relevant VLM Reasoning Through Scalable Data Generation
Sagnik Anupam, Utkarsh Lal, Aneesh Edara +5
Vision-Language Models (VLMs) have demonstrated impressive performance when integrated into robot manipulation pipelines, but real-world evaluation of VLM capabilities on downstrea…
cs.CL2026
Multiplex Thinking: Reasoning via Token-wise Branch-and-Merge
Yao Tang, Li Dong, Yaru Hao +3
Large language models often solve complex reasoning tasks more effectively with Chain-of-Thought (CoT), but at the cost of long, low-bandwidth token sequences. Humans, by contrast,…