DEVICE AND METHOD FOR PROVIDING A SIMULATION ENVIRONMENT FOR TRAINING AI AGENT

Device for simulation environment for training Al agent includes scene object providing module to provide scene and object in virtual content converted from original content; a reward function providing module to provide reward function used by agent to perform reinforcement learning in the virtual...

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Bibliographische Detailangaben
Hauptverfasser: YANG, Seong Il, KIM, Chan Sub, JANG, Sihwan
Format: Patent
Sprache:eng
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Zusammenfassung:Device for simulation environment for training Al agent includes scene object providing module to provide scene and object in virtual content converted from original content; a reward function providing module to provide reward function used by agent to perform reinforcement learning in the virtual content; an environment information providing module to provide virtual environment information including information on environment where the agent performs the reinforcement learning in the virtual content; a status information providing module to provide virtual status information indicating status of the agent in the virtual content; an action space providing module to provide virtual action space indicating action of the agent; and a virtual learning module to create simulation environment based on at least one of the scene, the object, the reward function, the virtual environment information, the virtual status information, and the virtual action space, and perform virtual learning for the agent in the simulation environment.