Author name: Jingze Wu, Quan Zhang, Hongfei Suo, Zeqiang Cai, Hongbo Chen

arXiv:2605.01324v2 Announce Type: replace
Abstract: Although reinforcement learning (RL) has significantly advanced reasoning capabilities in large multimodal language models (MLLMs), its efficacy remains limited for lightweight models essential for e…

arXiv:2605.01324v1 Announce Type: new
Abstract: Although reinforcement learning (RL) has significantly advanced reasoning capabilities in large multimodal language models (MLLMs), its efficacy remains limited for lightweight models essential for edge …