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Free Energy-Inspired Cognitive Risk Integration for AV Navigation in Pedestrian-Rich Environments
Meiting Dang, Yanping Wu, Yafei Wang +3
Recent advances in autonomous vehicle (AV) behavior planning have shown impressive social interaction capabilities when interacting with other road users. However, achieving human-…
Socially-Aware Autonomous Driving: Inferring Yielding Intentions for Safer Interactions
Jing Wang, Yan Jin, Hamid Taghavifar +2
Since the emergence of autonomous driving technology, it has advanced rapidly over the past decade. It is becoming increasingly likely that autonomous vehicles (AVs) would soon coe…
Evaluating Scenario-based Decision-making for Interactive Autonomous Driving Using Rational Criteria: A Survey
Zhen Tian, Zhihao Lin, Dezong Zhao +4
Autonomous vehicles (AVs) can significantly promote the advances in road transport mobility in terms of safety, reliability, and decarbonization. However, ensuring safety and effic…
Dynamic Game-Theoretical Decision-Making Framework for Vehicle-Pedestrian Interaction with Human Bounded Rationality
Meiting Dang, Dezong Zhao, Yafei Wang +1
Human-involved interactive environments pose significant challenges for autonomous vehicle decision-making processes due to the complexity and uncertainty of human behavior. It is…