Optimal Strategies of the Iterated Prisoner's Dilemma Problem for Multiple Conflicting Objectives

Shashi Mittal, Kalyanmoy Deb
2006 2006 IEEE Symposium on Computational Intelligence and Games  
In this paper, we present a new paradigm of searching optimal strategies in the game of Iterated Prisoner's Dilemma using multiple objective evolutionary algorithms. This method is better than the existing approaches, because it not only gives strategies which perform better in the iterated game, but also gives a family of non-dominated strategies, which can be analyzed to see what properties a strategy should have to win in the game. We present the results obtained with this new method, and
more » ... o the common pattern emerging from the set of non-dominated strategies so obtained.
doi:10.1109/cig.2006.311701 dblp:conf/cig/MittalD06 fatcat:ebgvw42vbjhu7iuyzuo5hblpdy