Ekim Yurtsever

Extensive Exploration in Highway Overtaking Scenarios Using Hierarchical Reinforcement Learning

Existing studies on deep reinforcement learning based driving controllers often focus on traffic scenarios with relatively simple patterns. This limits their ability to handle challenging highway overtaking scenarios with delayed long-term rewards and reduces the generalizability of the learned policy. This paper prese...