Francesca Baldini

California Institute of Technology, Honda (United States)

Papers

Total Citations

298

H-Index

About

Francesca Baldini is a robotics researcher specializing in social robot navigation and human-robot interaction, with a particular focus on enabling autonomous robots to move safely and efficiently through crowded public spaces. Her most influential contribution, the survey "Core Challenges of Social Robot Navigation," has accumulated over 270 citations across its versions, establishing her as a leading voice in synthesizing the field's engineering and human factors challenges. Baldini's work extends beyond theoretical review into novel algorithmic approaches: her 2021 paper "Move Beyond Trajectories: Distribution Space Coupling for Crowd Navigation" introduced a framework for cooperative collision avoidance by coupling trajectory predictions in distribution space, addressing the persistent problem of robots behaving either too aggressively or too cautiously in dense crowds. More recently, her application of mixed-strategy Nash equilibrium to crowd navigation demonstrates her growing interest in game-theoretic models, allowing robots to reason about human cooperation rather than assuming full autonomous control over collision avoidance. Together, these contributions reflect a researcher pushing the boundaries of socially aware autonomy, bridging probabilistic planning, game theory, and human behavioral modeling to make robots more effective and trustworthy partners in shared spaces.