Hindsight Optimization for Probabilistic Planning with Factored Actions. - Murugeswari Issakkimuthu; Alan Fern; Roni Khardon; Prasad Tadepalli; Shan Xue (ICAPS, 2015)

Training Deep Reactive Policies for Probabilistic Planning Problems. - Murugeswari Issakkimuthu; Alan Fern; Prasad Tadepalli (ICAPS, 2018)

The Choice Function Framework for Online Policy Improvement. - Murugeswari Issakkimuthu; Alan Fern; Prasad Tadepalli (AAAI, 2020)