12 citations · 45 across the 14 of their papers we have counts for
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eess.SY2021
Learning-based synthesis of robust linear time-invariant controllers
Marc-Antoine Beaudoin, Benoit Boulet
Recent advances in learning for control allow to synthesize vehicle controllers from learned system dynamics and maintain robust stability guarantees. However, no approach is well-…
eess.SY2021
Improving gearshift controllers for electric vehicles with reinforcement learning
Marc-Antoine Beaudoin, Benoit Boulet
During a multi-speed transmission development process, the final calibration of the gearshift controller parameters is usually performed on a physical test bench. Engineers typical…
eess.SY2021★ 4 cited
Data-driven Model Predictive and Reinforcement Learning Based Control for Building Energy Management: a Survey
Huiliang Zhang, Sayani Seal, Di Wu +3
Building energy management is one of the core problems in modern power grids to reduce energy consumption while ensuring occupants' comfort. However, the building energy management…