2020

  1. Universal Successor Features for Transfer Reinforcement Learning Ma, Chen, Ashley, Dylan R., Wen, Junfeng, and Bengio, Yoshua CoRR 2020 [Abstract] [arXiv]

2019

  1. Learning to Select Mates in Evolving Non-playable Characters Ashley, Dylan R., Chockalingam, Valliappa, Kuzma, Braedy, and Bulitko, Vadim In IEEE Conference on Games 2019 [Abstract] [PDF] [HTML]
  2. Learning to Select Mates in Artificial Life Ashley, Dylan R., Chockalingam, Valliappa, Kuzma, Braedy, and Bulitko, Vadim In Proceedings of the Genetic and Evolutionary Computation Conference Companion 2019 [Abstract] [HTML] [Code]

2018

  1. Comparing Direct and Indirect Temporal-Difference Methods for Estimating the Variance of the Return Sherstan, Craig, Ashley, Dylan R., Bennett, Brendan, Young, Kenny, White, Adam, White, Martha, and Sutton, Richard S. In Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence 2018 [Abstract] [PDF] [SUP] [Code]
  2. The Alberta Workloads for the SPEC CPU 2017 Benchmark Suite Amaral, José Nelson, Borin, Edson, Ashley, Dylan R., Benedicto, Caian, Colp, Elliot, Hoffmam, Joao Henrique Stange, Karpoff, Marcus, Ochoa, Erick, Redshaw, Morgan, and Rodrigues, Raphael Ernani In IEEE International Symposium on Performance Analysis of Systems and Software 2018 [Abstract] [HTML] [Code]
  3. Directly Estimating the Variance of the λ-Return Using Temporal-Difference Methods Sherstan, Craig, Bennett, Brendan, Young, Kenny, Ashley, Dylan R., White, Adam, White, Martha, and Sutton, Richard S. CoRR 2018 [Abstract] [arXiv]