http://rdf.ncbi.nlm.nih.gov/pubchem/patent/CN-111746728-A

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filingDate 2020-06-17-04:00^^<http://www.w3.org/2001/XMLSchema#date>
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publicationDate 2020-10-09-04:00^^<http://www.w3.org/2001/XMLSchema#date>
publicationNumber CN-111746728-A
titleOfInvention A Novel Water Cleaning Robot and Control Method Based on Reinforcement Learning
abstract The invention relates to a novel water cleaning robot based on reinforcement learning and a control method, belonging to the field of water cleaning robots, comprising a floating board, a binocular camera, a processor, a controller, an electronic speed regulator, a motor, Digital steering gear, battery and voltage converter; the binocular camera is connected to the processor to collect water surface images and send to the processor; the processor is connected to the controller to perform garbage detection, ranging and positioning on the received water surface images , and send the result to the controller; the controller is connected with the digital steering gear and the electronic governor, the electronic governor is connected with the motor, the motor is connected with the digital steering gear, and the output shaft of the motor is also connected with a blade; the controller receives and processes Based on the garbage location information sent by the sensor, the desired angular velocity and linear velocity are determined through the trajectory tracking algorithm, and the motor and steering gear are controlled to drive at the desired speed and direction; the battery is connected to the voltage converter to supply power to each device.
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