4 search results - page 1 / 1 » Similarity-based Opponent Modelling using Imperfect Domain T... |
CIG
2005
IEEE
13 years 10 months ago
2005
IEEE
Abstract- This paper proposes a similarity-based approach for opponent modelling in multi-agent games. The classification accuracy is increased by adding derived attributes from i...
AIIDE
2009
13 years 6 months ago
2009
Although in theory opponent modeling can be useful in any adversarial domain, in practice it is both difficult to do accurately and to use effectively to improve game play. In thi...
ALDT
2011
Springer
12 years 4 months ago
2011
Springer
Security and sustainability are two critical global challenges that involve the interaction of many intelligent actors. Game theory provides a sound mathematical framework to model...
JAIR
2008
13 years 4 months ago
2008
In this paper, we elucidate the equivalence between inference in game theory and machine learning. Our aim in so doing is to establish an equivalent vocabulary between the two dom...