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Neuro-Symbolic Video Search
The unprecedented surge in video data production in recent years necessitates efficient tools to extract meaningful frames from videos for downstream tasks.
SocialLight: Distributed Cooperation Learning towards Network-Wide Traffic Signal Control
To address these problems, we propose a new MARL method for traffic signal control, SocialLight, which learns cooperative traffic control policies by distributedly estimating the individual marginal contribution of agents on their local neighborhood.
Reinforcement Learning for Agile Active Target Sensing with a UAV
Active target sensing is the task of discovering and classifying an unknown number of targets in an environment and is critical in search-and-rescue missions.
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