2025
Decision-Making for Autonomous Driving via a Coupled Reinforcement Learning Network Combined With Risk Assessment
RA-L 2025
The realization of autonomous driving(AV) is closely linked to the development of intelligent decision-making modules that can operate safely in dynamic, uncertain environments. To address issues such as delayed response and poor coupling in highway scenarios, this paper proposes a hierarchical Coup