120 search results - page 13 / 24 » Learning a Game Strategy Using Pattern-Weights and Self-play |
GECCO
2004
Springer
14 years 23 days ago
2004
Springer
Abstract. We use case injected genetic algorithms to learn to competently play computer strategy games. Such games are characterized by player decision in anticipation of opponent ...
ICDM
2009
IEEE
14 years 2 months ago
2009
IEEE
Abstract—It is now widely accepted that in many situations where classifiers are deployed, adversaries deliberately manipulate data in order to reduce the classifier’s accura...
GECCO
2009
Springer
13 years 12 months ago
2009
Springer
We apply CMA-ES, an evolution strategy with covariance matrix adaptation, and TDL (Temporal Difference Learning) to reinforcement learning tasks. In both cases these algorithms se...
CEC
2005
IEEE
13 years 9 months ago
2005
IEEE
Abstract- Interactive combat games are useful as testbeds for learning systems employing evolutionary computation. Of particular value are games that can be modified to accommodate...
KCAP
2011
ACM
12 years 10 months ago
2011
ACM
Some supervised-learning algorithms can make effective use of domain knowledge in addition to the input-output pairs commonly used in machine learning. However, formulating this a...