Interaction-aware motion planning and control based on game theory with human-in-the-loop validation

Published: 01 Jan 2025, Last Modified: 29 Apr 2025Robotics Auton. Syst. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•An interaction-aware planning and control framework is proposed for merging scenes.•The vehicle interacts communication-free with unknown goals by observing dynamic responses.•A learning-based inverse differential game estimates other vehicles’ cost function online.•The framework is experimentally validated through human-in-the-loop simulations.
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