60 citations · 133 across the 19 of their papers we have counts for
3 papers · 1 filter
Machine Learning and Control Theory
Alain Bensoussan, Yiqun Li, Dinh Phan Cao Nguyen +3
We survey in this article the connections between Machine Learning and Control Theory. Control Theory provide useful concepts and tools for Machine Learning. Conversely Machine Lea…
Identification of linear dynamical systems and machine learning
Alain Bensoussan, Fatih Gelir, Viswanath Ramakrishna +1
The topic of identification of dynamic systems, has been at the core of modern control , following the fundamental works of Kalman. Realization Theory has been one of the major out…
Control on Hilbert Spaces and Application to Some Mean Field Type Control Problems
Alain Bensoussan, P. Jameson Graber, Sheung Chi Phillip Yam
We propose a new approach to studying classical solutions of the Bellman equation and Master equation for mean field type control problems, using a novel form of the "lifting" idea…