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Huazhen Fang

2 accepted papers

2025

MultiNash-PF: A Particle Filtering Approach for Computing Multiple Local Generalized Nash Equilibria in Trajectory Games

IROS 2025

Modern robotic systems frequently engage in complex multi-agent interactions, many of which are inherently multi-modal, i.e., they can lead to multiple distinct outcomes. To interact effectively, robots must recognize the possible interaction modes and adapt to the one preferred by other agents. In

Cited by 3SourceScholar
2021

Model Predictive Control of Nonlinear Latent Force Models: A Scenario-Based Approach

ICRA 2021poster

Control of nonlinear uncertain systems is a common challenge in the robotics field. Nonlinear latent force models, which incorporate latent uncertainty characterized as Gaussian processes, carry the promise of representing such systems effectively, and we focus on the control design for them in this…

Cited by 0SourcecodeScholar