Predictive Off-Policy Policy Evaluation for Nonstationary Decision Problems, with Applications to Digital Marketing

Philip S. Thomas, Georgios Theocharous, Mohammad Ghavamzadeh, Ishan Durugkar, Emma Brunskill. Predictive Off-Policy Policy Evaluation for Nonstationary Decision Problems, with Applications to Digital Marketing. In Satinder P. Singh, Shaul Markovitch, editors, Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, USA. pages 4740-4745, AAAI Press, 2017. [doi]

@inproceedings{ThomasTGDB17,
  title = {Predictive Off-Policy Policy Evaluation for Nonstationary Decision Problems, with Applications to Digital Marketing},
  author = {Philip S. Thomas and Georgios Theocharous and Mohammad Ghavamzadeh and Ishan Durugkar and Emma Brunskill},
  year = {2017},
  url = {http://aaai.org/ocs/index.php/IAAI/IAAI17/paper/view/14550},
  researchr = {https://researchr.org/publication/ThomasTGDB17},
  cites = {0},
  citedby = {0},
  pages = {4740-4745},
  booktitle = {Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, USA},
  editor = {Satinder P. Singh and Shaul Markovitch},
  publisher = {AAAI Press},
}