الباحثون

Wong Lik Hang Kenny

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نسخة أولية وصول مفتوح

Cooperative Multi-Agent Vision-Language-Action Models via Reinforced Fine Tuning

Ruixiao Xu, Wong Lik Hang Kenny, Zhiqian Liu وآخرون · 2026

We study reinforcement learning (RL) methods for cooperative multi-agent Vision-Language-Action (VLA) models. This problem is challenging because VLAs are pretrained on large-scale single-agent data and therefore lack the fine-grained coordination skills required for inter-robot collaboration. Supervised fine-tuning (S …

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