The diagnosis and treatment of compartment syndrome is one of the most challenging problems in orthopaedic surgery. The myriad causes of compartment syndrome and the severe soft tissue findings ...

This research introduces MMSearch-R1, which represents a pioneering approach to equip LMMs with active image search capabilities through an end-to-end reinforcement learning framework. This robust ...

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This paper proposes learning-based approaches for codebook construction and for codeword selection for active sensing. The proposed learning approach aims to locate a target in the service area by ...

To address the radio propagation issues caused by obstructions, we utilize an unmanned aerial vehicle (UAV)-mounted active reconfigurable intelligent ... and introduce a deep reinforcement learning ...