Dec 05, 2016

Looks like the "UNREAL" (, "Learning to reinforcement learn" ( and "RL^2" ( are state of art in pure RL for now.

Finally there is a trend of using recurrent neural network as a top component of the Q-network. Perhaps we will see even more sophisticated RNNs like DNC and Recurrent Entity Networks applied here. Also we'll see meta-reinforcement learning applied to a curriculum of environments.