This course covers reinforcement learning aka dynamic programming, which is a modeling principle capturing dynamic environments and stochastic nature of events. The main goal is to learn dynamic ...

Ruszczyński, Risk-averse control of undiscounted transient Markov models ... stochastic dominance constraints, Mathematical Programming 115 (2008) 249--275. M. Lejeune, A. Ruszczyński, An efficient ...