J. Markowitz

Johns Hopkins University Applied Physics Laboratory

Papers

Total Citations

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About

J. Markowitz is a leading researcher in human-aware robot navigation, with a focus on developing socially intelligent mobile robots that can operate seamlessly in crowded human environments. Their key research area centers on modeling and predicting the complex dynamics of pedestrian groups, moving beyond traditional approaches that treat individuals as independent agents. Markowitz’s major contribution is the introduction of group-aware navigation policies, which explicitly account for the social structures and collective movement patterns of people walking together. Their most-cited work, “Learning a Group-Aware Policy for Robot Navigation” (2022, 19 citations), demonstrates how robots can learn to navigate more safely and efficiently by anticipating group behaviors, reducing collisions and discomfort in dense crowds. This work builds on their earlier foundational paper, “Group-Aware Robot Navigation in Crowded Environments” (2020, 4 citations), which first formalized the problem. Markowitz’s research has significant implications for service robots, autonomous delivery vehicles, and assistive technologies in public spaces. Their innovative approach has been recognized for bridging the gap between robotic planning and social psychology, making them a notable figure in the field of human-robot interaction.