Abstraction-based branch and bound approach to Q-learning for hybrid optimal control

Benoît Legat, Raphaël M. Jungers, Jean Bouchat

In this paper, we design a theoretical framework allowing to apply model predictive control on hybrid systems. For this, we develop a theory of approximate dynamic programming by l…