Richard Linares

Combining Parameter Identification and Trajectory Optimization: Real-time Planning for Information Gain

2019 · arXiv (Cornell University)

Robotic systems often operate with uncertainties in their dynamics, for example, unknown inertial properties. Broadly, there are two approaches for controlling uncertain systems: design robust controllers in spite of uncertainty, or characterize a system before …