Approximate dynamic programming for constrained linear systems: A piecewise quadratic approximation approach

Author:

He Kanghui,Shi Shengling,van den Boom Ton,De Schutter Bart

Funder

European Research Council

Horizon 2020 Framework Programme

Publisher

Elsevier BV

Subject

Electrical and Electronic Engineering,Control and Systems Engineering

Reference29 articles.

1. Discrete-time nonlinear HJB solution using approximate dynamic programming: Convergence proof;Al-Tamimi;IEEE Transactions on Systems, Man and Cybernetics, Part B (Cybernetics),2008

2. Efficient on-line computation of constrained optimal control;Baotić;SIAM Journal on Control and Optimization,2008

3. The explicit linear quadratic regulator for constrained systems;Bemporad;Automatica,2002

4. Safe model-based reinforcement learning with stability guarantees;Berkenkamp;Advances in Neural Information Processing Systems,2017

5. Reinforcement learning and optimal control;Bertsekas,2019

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