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TCIAIG
2010
14 years 8 months ago
The Parametrized Probabilistic Finite-State Transducer Probe Game Player Fingerprint Model
Abstract--Fingerprinting operators generate functional signatures of game players and are useful for their automated analysis independent of representation or encoding. The theory ...
Jeffrey Tsang
CG
2006
Springer
15 years 3 months ago
Feature Construction for Reinforcement Learning in Hearts
Temporal difference (TD) learning has been used to learn strong evaluation functions in a variety of two-player games. TD-gammon illustrated how the combination of game tree search...
Nathan R. Sturtevant, Adam M. White
ATVA
2008
Springer
86views Hardware» more  ATVA 2008»
15 years 3 months ago
NetQi: A Model Checker for Anticipation Game
Abstract. NetQi is a freely available model-checker designed to analyze network incidents such as intrusion. This tool is an implementation of the anticipation game framework, a va...
Elie Bursztein
ICML
2008
IEEE
16 years 2 months ago
Strategy evaluation in extensive games with importance sampling
Typically agent evaluation is done through Monte Carlo estimation. However, stochastic agent decisions and stochastic outcomes can make this approach inefficient, requiring many s...
Michael H. Bowling, Michael Johanson, Neil Burch, ...
STOC
2001
ACM
161views Algorithms» more  STOC 2001»
16 years 1 months ago
Quantitative solution of omega-regular games
We consider two-player games played for an infinite number of rounds, with -regular winning conditions. The games may be concurrent, in that the players choose their moves simulta...
Luca de Alfaro, Rupak Majumdar