Luca Crosato
Papers
1
Total Citations
23
H-Index
1
About
Luca Crosato is a leading researcher in autonomous vehicle (AV) motion planning, with a focus on human-centric, interactive environments. His work addresses the critical challenge of the "freezing robot problem," where AVs become overly cautious in unpredictable pedestrian interactions. In his highly cited 2021 paper, "Human-centric Autonomous Driving in an AV-Pedestrian Interactive Environment Using SVO" (23 citations), Crosato introduces a novel framework that integrates the Social Value Orientation (SVO) model into AV decision-making. This approach enables vehicles to anticipate and adapt to pedestrian behavior, fostering safer and more natural interactions. By prioritizing human factors over purely algorithmic efficiency, his contributions bridge the gap between robotic control and real-world social dynamics. Crosato’s research has significant implications for the future of urban mobility, offering a pathway to AVs that are not only technically robust but also socially aware. His work is widely recognized for its impact on human-robot interaction and autonomous systems, influencing both academic studies and practical AV development.
Research Focus
Key Achievements
Top Papers
- 1