Alireza Esna Ashari

CHAMP: Integrated Logic with Reinforcement Learning for Hybrid Decision Making for Autonomous Vehicle Planning

2023

A Cognitive Hybrid Autonomous Motion Planner (CHAMP) is developed for autonomous driving applications in challenging driving scenarios. The proposed hybrid planner unifies a hierarchical rule-based decision-making architecture with Reinforcement Learning (RL). For challenging intersection scenarios, …