Callaway, F., Gul, S., Krueger, P. M., Griffiths, T. L., Lieder, F. (2018). Learning to Select Computations In Uncertainty in Artificial Intelligence: Proceedings of the Thirty-Fourth Conference. Frederick Callaway and Sayan Gul and Falk Lieder contributed equally to this publication.