Lane Change Decision-making through Deep Reinforcement Learning with Rule-based Constraints

Junjie Wang, Qichao Zhang, Dongbin Zhao +1

Autonomous driving decision-making is a great challenge due to the complexity and uncertainty of the traffic environment. Combined with the rule-based constraints, a Deep Q-Network…