Stochastic Policy Gradient Ascent in Reproducing Kernel Hilbert Spaces

Santiago Paternain, Juan Andrés Bazerque, Austin Small +1

Reinforcement learning consists of finding policies that maximize an expected cumulative long-term reward in a Markov decision process with unknown transition probabilities and ins…