Optimization of the model predictive control meta-parameters through reinforcement learning

Author:

Bøhn EivindORCID,Gros Sebastien,Moe Signe,Johansen Tor ArneORCID

Funder

Norges Forskningsråd

Publisher

Elsevier BV

Subject

Electrical and Electronic Engineering,Artificial Intelligence,Control and Systems Engineering

Reference49 articles.

1. Nonlinear MPC for a two-stage turbocharged gasoline engine airpath;Albin,2015

2. Nonlinear predictive control and moving horizon estimation — An introductory overview;Allgöwer,1999

3. Differentiable mpc for end-to-end planning and control;Amos;Adv. Neural Inf. Process. Syst.,2018

4. Provably safe and robust learning-based model predictive control;Aswani;Automatica,2013

5. Goal-driven dynamics learning via Bayesian optimization;Bansal,2017

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