An Online Learning Approach to Model Predictive Control
Robotics - Science and Systems, 2019.
Model predictive control (MPC) is a powerful technique for solving dynamic control tasks. In this paper, we show that there exists a close connection between MPC and online learning, an abstract theoretical framework for analyzing online decision making in the optimization literature. This new perspective provides a foundation for leverag...More
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