McGovern, Amy

8 publications

AAAI 2015 Day-Ahead Hail Prediction Integrating Machine Learning with Storm-Scale Numerical Weather Models David John Gagne Ii, Amy McGovern, Jerald Brotzge, Michael Coniglio, James Correia Jr., Ming Xue

MLJ 2014 Enhancing Understanding and Improving Prediction of Severe Weather Through Spatiotemporal Relational Learning Amy McGovern, David John Gagne Ii, John K. Williams, Rodger A. Brown, Jeffrey B. Basara

MLJ 2011 Machine Learning in Space: Extending Our Reach Amy McGovern, Kiri L. Wagstaff

IJCAI 2007 Utile Distinctions for Relational Reinforcement Learning William Dabney, Amy McGovern

ICML 2003 Identifying Predictive Structures in Relational Data Using Multiple Instance Learning Amy McGovern, David D. Jensen

MLJ 2002 Building a Basic Block Instruction Scheduler with Reinforcement Learning and Rollouts Amy McGovern, J. Eliot B. Moss, Andrew G. Barto

ICML 2001 Automatic Discovery of Subgoals in Reinforcement Learning Using Diverse Density Amy McGovern, Andrew G. Barto

NeurIPS 1998 Scheduling Straight-Line Code Using Reinforcement Learning and Rollouts Amy McGovern, J. Eliot B. Moss