Xianda Xie

Deep reinforcement learning for autonomous driving decision-making: Algorithms, applications and challenges

Autonomous driving has the potential to greatly enhance road safety, traffic efficiency, and overall transportation effectiveness. The decision-making module serves as the core intelligence of the system, producing high-level commands for lane keeping, lane changing, and adaptive cruise control. Deep reinforcement lear...