Though autonomous vehicles are currently operating in several places, many important questions within the field of autonomous vehicle research remain to be addressed satisfactorily. In this paper, we examine the role of communication between pedestrians and autonomous vehicles at unsignalized intersections. The nature of interaction between pedestrians and autonomous vehicles remains mostly in the realm of speculation currently. Of course, pedestrian's reactions towards autonomous vehicles will gradually change over time owing to habituation, but it is clear that this topic requires urgent and ongoing study, not least of all because engineers require some working model for pedestrian- autonomous-vehicle communication. Our paper proposes a decision-theoretic model that expresses the interaction between a pedestrian and a vehicle. The model considers the interaction between a pedestrian and a vehicle as expressed an MDP, based on prior work conducted by psychologists examining similar experimental conditions. We describe this model and our simulation study of behavior it exhibits. The preliminary results on evaluating the behavior of the autonomous vehicle are promising and we believe it can help reduce the data needed to develop fuller models.
An MDP Model of Vehicle-Pedestrian Interaction at an Unsignalized Intersection
2018-08-01
1137367 byte
Conference paper
Electronic Resource
English
Unsignalized Intersection Simulation Model InterSim
British Library Conference Proceedings | 1997
|Modeling vehicle-pedestrian interactions at unsignalized intersections
Taylor & Francis Verlag | 2025
|British Library Online Contents | 2012
|British Library Conference Proceedings | 2012
|A Fuzzy Logic Approach on Pedestrian Crossing Behaviour at Unsignalized Intersection
Springer Verlag | 2023
|