INFORMATION PROCESSING APPARATUS AND INFORMATION PROCESSING METHOD

    公开(公告)号:US20220164653A1

    公开(公告)日:2022-05-26

    申请号:US17434855

    申请日:2020-01-07

    Abstract: Provided is an information processing apparatus including a learning unit that learns a heuristic function related to a path search by using a convolutional neural network. The learning unit includes a first convolutional neural network that outputs a first feature value based on an environment map, and a second convolutional neural network that outputs a second feature value related to an internal state of a search subject, performs learning using a loss related to a concatenated value of the first feature value and the second feature value, and outputs a heuristic map in which the heuristic function is represented as a two- or higher-dimensional image. The internal state of the search subject includes at least one element that has a degree of freedom different from a position in an environment.

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