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Self-deception in an Evolutionary Game

✍ Scribed by CHRISTOPHER C. BYRNE; JEFFREY A. KURLAND


Publisher
Elsevier Science
Year
2001
Tongue
English
Weight
425 KB
Volume
212
Category
Article
ISSN
0022-5193

No coin nor oath required. For personal study only.

✦ Synopsis


From the perspective of philosophy, the idea of humans lying to themselves seems irrational and maladaptive, if even possible. However, the paradigm of cognitive modularity admits the possibility of self-deception. Trivers argues that self-deception can increase "tness by improving the e!ectiveness of inter-personal deception. Ramachandran criticizes Trivers' conjecture, arguing that the costs of self-deception outweigh its bene"ts. We "rst modify a well-known cognitive modularity model of Minsky to formalize a cognitive model of self-deception. We then use Byrne's multi-dimensional dynamic character meta-model to integrate the cognitive model into an evolutionary hawk}dove game in order to investigate Trivers' and Ramachandran's conjectures. By mapping the in#uence of game circumstances into cognitive states, and mapping the in#uence of multiple cognitive modules into player decisions, our cognitive de"nition of self-deception is extended to a behavioral de"nition of self-deception. Our cognitive modules, referred to as the hunger and fear daemons, assess the bene"ts and the cost of competition and generate player beliefs. Daemon-assessment of encounter bene"ts and costs may lead to inter-daemonic con#ict, that is, ambivalence, about whether or not to "ght. Player-types vary in the manner by which such inter-daemonic con#ict is resolved, and varieties of self-deception are modeled as type-speci"c con#ict-resolution mechanisms. In the display phase of the game, players signal to one another and update their beliefs before "nally committing to a decision (hawk or dove). Self-deception can a!ect player beliefs, and hence player actions, before or after signaling. In support of Trivers' conjecture, the self-deceiving types do outperform the non-self-deceiving type. We analyse the sensitivity of this result to parameters of the cognitive model, speci"cally the cognitive resolution of the players and the in#uence of player signals on co-player beliefs.

2001 Academic Press 2 I naturally said to him, since I am an enthusiastic chess player, &&You mean, the theory of games like chess.'' &&No, no,'' he said, &&Chess is not a game. Chess is a well-de"ned form of computation. You may not be able to work out the answers, but in theory there would be a solution, a right procedure in any position. Now real games,'' he said, &&are not like that. Real life consists of blu$ng, of little tactics of deception,


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