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Intention Recognition, Commitment and the Evolution of Cooperation
June 2012
WCCI2012
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.
In proceedings
Han The Anh, Luís Moniz Pereira, Francisco C. Santos
IEEE World Congress on Computational Intelligence (IEEE WCCI 2012)
http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6256472
IEEE
http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6256472
IEEE WCCI 2012
1-8
9781467315104
-
Congress site: http://www.ieee-wcci2012.org/
http://centria.di.fct.unl.pt/~lmp/publications/online-papers/WCCI12.pdf
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Han The Anh and Luís Moniz Pereira and Francisco C. Santos, Intention Recognition, Commitment and the Evolution of Cooperation, , IEEE World Congress on Computational Intelligence (IEEE WCCI 2012), http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6256472, IEEE, http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6256472, Vol. IEEE WCCI 2012, ISBN 9781467315104, Pag. 1-8, (http://centria.di.fct.unl.pt/~lmp/publications/online-papers/WCCI12.pdf), Congress site: http://www.ieee-wcci2012.org/, June 2012.
<a href="/people/members/view.php?code=cdc7090d1f84f56c0671baa36e87bd77" class="author">Han The Anh</a>, <a href="/people/members/view.php?code=6175f826202ff877fba2ad77784cb9cb" class="author">Luís Moniz Pereira</a> and <a href="/people/members/view.php?code=ecbe12c4c0d80a28bae741293af61956" class="author">Francisco C. Santos</a>, <b>Intention Recognition, Commitment and the Evolution of Cooperation</b>, <u>IEEE World Congress on Computational Intelligence (IEEE WCCI 2012)</u>, http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6256472, <a href="http://www.ieee.org/" title="Link to external entity..." target="_blank" class="publisher">IEEE</a>, http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6256472, Vol. IEEE WCCI 2012, ISBN 9781467315104, Pag. 1-8, (<a href="http://centria.di.fct.unl.pt/~lmp/publications/online-papers/WCCI12.pdf" target="_blank">url</a>), <i>Congress site: http://www.ieee-wcci2012.org/</i>, June 2012.
@inproceedings {WCCI2012, author = {Han The Anh and Lu\'{\i}s Moniz Pereira and Francisco C. Santos}, title = {Intention Recognition, Commitment and the Evolution of Cooperation}, booktitle = {IEEE World Congress on Computational Intelligence (IEEE WCCI 2012)}, series = {http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6256472}, publisher = {IEEE}, address = {http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6256472}, volume = {IEEE WCCI 2012}, pages = {1-8}, isbn = {9781467315104}, note = {Congress site: http://www.ieee-wcci2012.org/}, url = {http://centria.di.fct.unl.pt/~lmp/publications/online-papers/WCCI12.pdf}, 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 = {Intention Recognition, Commitment, Evolutionary Game Theory, Cooperation}, month = {June}, year = {2012}, }
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