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Differentiable Predictive Control: An MPC Alternative for Unknown Nonlinear Systems using Constrained Deep Learning.

, , , , and . CoRR, (2020)

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Explicit MPC based on Approximate Dynamic Programming., , , , , and . ECC, page 1172-1177. IEEE, (2018)Comparison of algorithms for near-optimal dominating sets computation in real-world networks., , and . CompSysTech, page 199-206. ACM, (2015)Driving Envelope Definition and Envelope Protection Using Model Predictive Control., , , and . ACC, page 4875-4880. IEEE, (2020)Regionless explicit MPC of a distillation column., , , and . ECC, page 1568-1573. IEEE, (2016)Mixed-integer SOCP formulation of the path planning problem for heterogeneous multi-vehicle systems., , , and . ECC, page 1474-1479. IEEE, (2014)Differentiable Predictive Control: An MPC Alternative for Unknown Nonlinear Systems using Constrained Deep Learning., , , , and . CoRR, (2020)Explicit stochastic MPC approach to building temperature control., , , and . CDC, page 6440-6445. IEEE, (2013)Real-Time Optimisation-Based Robust Control: Heat Exchanger Comparative Analysis., , , and . CDC, page 6541-6546. IEEE, (2023)Explicit MPC approach to PMV-based thermal comfort control., and . CDC, page 4856-4861. IEEE, (2014)MPC-based reference governors for thermostatically controlled residential buildings., , and . CDC, page 1334-1339. IEEE, (2015)