ML Anthology

Asmuth, John

4 publications

UAI 2011 Learning Is Planning: Near Bayes-Optimal Reinforcement Learning via Monte-Carlo Tree Search John Asmuth, Michael L. Littman
UAI 2009 A Bayesian Sampling Approach to Exploration in Reinforcement Learning John Asmuth, Lihong Li, Michael L. Littman, Ali Nouri, David Wingate
AAAI 2008 Potential-Based Shaping in Model-Based Reinforcement Learning John Asmuth, Michael L. Littman, Robert Zinkov
JAIR 2005 The First Probabilistic Track of the International Planning Competition Håkan L. S. Younes, Michael L. Littman, David Weissman, John Asmuth