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Driving decision making of autonomous vehicles based on deep reinforcement learning with prefrontal cortex-like cognition

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Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering

Published online on

Abstract

Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, Ahead of Print.
Safe and efficient decision-making of autonomous vehicles in complex dynamic scenarios requires a decision-making system with human-like cognitive ability, however, existing deep reinforcement learning methods suffer from insufficient generalization ...