Reinforcement Learning Based Safe Decision Making for Highway Autonomous Driving

Arash Mohammadhasani, Hamed Mehrivash, Alan Lynch +1

In this paper, we develop a safe decision-making method for self-driving cars in a multi-lane, single-agent setting. The proposed approach utilizes deep reinforcement learning (RL)…