John Asmuth

Publication Activity (10 Years)

Years Active: 2005-2012
Publications (10 Years): 0

Top Topics

Reinforcement Learning

Function Approximation

Learning Problems

Top Venues

Publications

John Asmuth, Lihong Li, Michael L. Littman, Ali Nouri, David Wingate
A Bayesian Sampling Approach to Exploration in Reinforcement Learning CoRR (2012)
John Asmuth, Michael L. Littman
Learning is planning: near Bayes-optimal reinforcement learning via Monte-Carlo tree search CoRR (2012)
John Asmuth, Michael L. Littman
Learning is planning: near Bayes-optimal reinforcement learning via Monte-Carlo tree search. UAI (2011)
John Asmuth, Lihong Li, Michael L. Littman, Ali Nouri, David Wingate
A Bayesian Sampling Approach to Exploration in Reinforcement Learning. UAI (2009)
John Asmuth, Michael L. Littman, Robert Zinkov
Potential-based Shaping in Model-based Reinforcement Learning. AAAI (2008)
Håkan L. S. Younes, Michael L. Littman, David Weissman, John Asmuth
The First Probabilistic Track of the International Planning Competition. J. Artif. Intell. Res. 24 (2005)