CAREER: Foundations of Robust and Sample-Efficient Data-Driven Decision Making and Control
Description preview
As engineering systems become more complex, it becomes progressively harder to obtain accurate physical models that describe their behavior. This had led to a shift from classical model-based control to data-driven and learning-based techniques, including reinforcement learning (RL). Despite the widespread use of RL algorithms across several…
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