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GRI: General Reinforced Imitation and Its Application to Vision-Based Autonomous Driving

Deep reinforcement learning (DRL) has been demonstrated to be effective for several complex decision-making applications, such as autonomous driving and robotics. However, DRL is notoriously limited by its high sample complexity and its lack of stability. Prior knowledge, e.g., as expert demonstrati...

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Principais autores: Raphael Chekroun, Marin Toromanoff, Sascha Hornauer, Fabien Moutarde
Formato: Artigo
Idioma:Inglês
Publicado: MDPI AG 2023-09-01
Series:Robotics
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Acceso en liña:https://www.mdpi.com/2218-6581/12/5/127
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