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2012

Lanctot, Marc, Gibson, Richard, Burch, Neil, Szafron, Duane

In large extensive form games with imperfect information, Counterfactual Regret Minimization (CFR) is a popular, iterative algorithm for computing approximate Nash equilibria. While the base algorithm performs a full tree traversal on each iteration, Monte Carlo CFR (MCCFR) reduces the per...

2006

Onuczko, Curtis, Schaeffer, Jonathan, Cutumisu, Maria, Roy, Thomas, Carbonaro, Mike, McNaughton, Matthew, Szafron, Duane

To compete in today's market, companies that develop computer role-playing games (CRPGs) must quickly and reliably create realistic, engaging game stories. Indeed, intricate storylines and realism that goes beyond graphics have become major product differentiators. To establish both, it's...

2004

Cutumisu, M., McNaughton, M., Parker, D., Schaeffer, Jonathan, Redford, J., Szafron, Duane

Technical report TR04-05. Recently, some researchers have argued that generative design patterns (GDPs) can leverage the obvious design re-use that characterizes traditional design patterns into code re-use. This paper provides additional evidence that GDPs are both useful and productive. ...