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Shivam Chaubey

2 accepted papers

2026

Minimal Intervention Shared Control with Guaranteed Safety under Non-Convex Constraints

ICRA 2026poster

Shared control combines human intention with autonomous decision-making. At the low level, the primary goal is to maintain safety regardless of the user’s input to the system. However, existing shared control methods—based on, e.g., Model Predictive Control, Control Barrier Functions, or learning-ba…

2024

Jointly Learning Cost and Constraints from Demonstrations for Safe Trajectory Generation

IROS 2024poster

Learning from Demonstration (LfD) allows robots to mimic human actions. However, these methods do not model constraints crucial to ensure safety of the learned skill. Moreover, even when explicitly modelling constraints, they rely on the assumption of a known cost function, which limits their practi…

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