John Asmuth

发表

Potential-based Shaping in Model-based Reinforcement Learning

Michael L. Littman, Robert Zinkov, John Asmuth, 2008, AAAI.

Learning is planning: near Bayes-optimal reinforcement learning via Monte-Carlo tree search pdf

Michael L. Littman, John Asmuth, M. Littman, 2011, UAI.

A Bayesian Sampling Approach to Exploration in Reinforcement Learning pdf

Lihong Li, Michael L. Littman, David Wingate, 2009, UAI.

The First Probabilistic Track of the International Planning Competition

Håkan L. S. Younes, Michael L. Littman, John Asmuth, 2005, J. Artif. Intell. Res..