Managing engineering systems with large state and action spaces through deep reinforcement learning

C. P. Andriotis, K. G. Papakonstantinou

Decision-making for engineering systems can be efficiently formulated as a Markov Decision Process (MDP) or a Partially Observable MDP (POMDP). Typical MDP and POMDP solution proce…