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» New Winning Strategies for the Iterated Prisoner's Dilemma
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ATAL
2006
Springer
13 years 9 months ago
Accident or intention: that is the question (in the Noisy Iterated Prisoner's Dilemma)
This paper focuses on the Noisy Iterated Prisoner's Dilemma, a version of the Iterated Prisoner's Dilemma (IPD) in which there is a nonzero probability that a "coop...
Tsz-Chiu Au, Dana S. Nau
CEC
2005
IEEE
13 years 7 months ago
Population based incremental learning with guided mutation versus genetic algorithms: iterated prisoners dilemma
Axelrod’s original experiments for evolving IPD player strategies involved the use of a basic GA. In this paper we examine how well a simple GA performs against the more recent P...
Timothy Gosling, Nanlin Jin, Edward P. K. Tsang
ATAL
2008
Springer
13 years 7 months ago
Social reward shaping in the prisoner's dilemma
Reward shaping is a well-known technique applied to help reinforcement-learning agents converge more quickly to nearoptimal behavior. In this paper, we introduce social reward sha...
Monica Babes, Enrique Munoz de Cote, Michael L. Li...
EVOW
2010
Springer
13 years 3 months ago
Evolution of Grim Trigger in Prisoner Dilemma Game with Partial Imitation
The emergence of Grim Trigger as the dominant strategy in the Iterated Prisoner Dilemma (IPD) on a square lattice is investigated for players with finite memory, using three differ...
Degang Wu, Mathis Antony, Kwok Yip Szeto