DocumentCode
2820857
Title
Intention recognition, commitment and the evolution of cooperation
Author
Han, The Anh ; Pereira, Luís Moniz ; Santos, Francisco C.
Author_Institution
Dept. de Inf., Univ. Nova de Lisboa, Caparica, Portugal
fYear
2012
fDate
10-15 June 2012
Firstpage
1
Lastpage
8
Abstract
Individuals make commitments towards others in order to influence others to behave in certain ways. Most commitments may depend on some incentive that is required to ensure that the action is in the agent´s best interest and thus, should be carried out to avoid eventual penalties. Similarly, individuals may ground their decision on an accurate assessment of the intentions of others. Hence, both commitments and intention recognition go side by side in behavioral evolution. Here, we analyze the role played by the co-evolution of intention recognition plus the emergence of commitments, in the framework of the evolution of cooperative behavior. We resort to tools of evolutionary game theory in finite populations, showing how the combination of these two aspects of human behavior can enhance the emergent fraction of cooperative acts under a broad spectrum of configurations.
Keywords
behavioural sciences computing; evolutionary computation; humanities; behavioral evolution; broad spectrum; co-evolution; cooperative behavior; emergent fraction; evolutionary game theory; finite population; human behavior; intention recognition; Analytical models; Computational modeling; Contracts; Game theory; Games; Humans; Noise;
fLanguage
English
Publisher
ieee
Conference_Titel
Evolutionary Computation (CEC), 2012 IEEE Congress on
Conference_Location
Brisbane, QLD
Print_ISBN
978-1-4673-1510-4
Electronic_ISBN
978-1-4673-1508-1
Type
conf
DOI
10.1109/CEC.2012.6256472
Filename
6256472
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