Absolutely. Q-learning has this capabilities and a shallow neural network was us...

mjaskowski on March 15, 2016 | parent | context | favorite | on: Deep Q-Learning: Space Invaders

Absolutely. Q-learning has this capabilities and a shallow neural network was used back in 1992 to play backgammon, which has a lot of stochasticity. See https://en.wikipedia.org/wiki/TD-Gammon