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Robust Differentiable Predictive Control with Safety Guarantees: A Predictive Safety Filter Approach.

, , , and . CoRR, (2023)

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All you need to know about model predictive control for buildings., , , , , , , , , and 1 other author(s). Annu. Rev. Control., (2020)Differentiable Predictive Control: An MPC Alternative for Unknown Nonlinear Systems using Constrained Deep Learning., , , , and . CoRR, (2020)Structural Inference of Networked Dynamical Systems with Universal Differential Equations., , , , and . CoRR, (2022)Neuro-predictive control based self-tuning of PID controllers., , , and . ESANN, page 391-395. (2004)Towards a framework for selection of supervisory control for commercial buildings: HVAC system energy efficiency., , , and . ACC, page 2925-2930. IEEE, (2017)Parameter estimation of a building system model and impact of estimation error on closed-loop performance., , , , , , and . CDC/ECC, page 5137-5143. IEEE, (2011)Integral Reinforcement Learning for online computation of feedback Nash strategies of nonzero-sum differential games., and . CDC, page 3066-3071. IEEE, (2010)Neural Network-Based Adaptive Optimal Controller - A Continuous-Time Formulation., , and . ICIC (3), volume 15 of Communications in Computer and Information Science, page 276-285. Springer, (2008)A sequential DNN based Baseline Energy Prediction Framework with Long term Error Mitigation., , and . e-Energy, page 508-515. ACM, (2019)Theoretical Development of Controller Transfer applied to Dynamical Systems., , , and . e-Energy, page 445-453. ACM, (2020)