In particular, we adopt the DP algorithm in this model, design a reward function suitable for urban path planning problems, and generate multiple routes based on the Q values. In addition, we design ...

A primary challenge in autonomous driving is achieving safe and efficient trajectory planning in complex dynamic environments. This task requires adherence to traffic laws and vehicle dynamics models ...