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Deep Learning Explicit Differentiable Predictive Control Laws for Buildings
Learning Stochastic Parametric Differentiable Predictive Control Policies
Differentiable Predictive Control with Safety Guarantees: A Control Barrier Function Approach
All you need to know about model predictive control for buildings
Differentiable Optimization as Lingua Franca for Scientific Machine Learning - Sandia MLDL Workshop
Control design based on deep learning
ML/DO 8: Linear Model Predictive Control
Differentiable Programming for Data-driven Modeling, Optimization, and Control
Model Predictive Control
ESIC Seminar Drgona April 30
"Incorporating dynamical system and control structure into neural networks " by Zico Kolter
Talk Machine Learning and Model Predictive Control for Safe Autonomous Systems, COIA'20 R. Findeisen
