When to apply the fifth commandment: The effects of parenting on genetic and learning agents

Michael Berger; Jeffrey S. Rosenschein

When to apply the fifth commandment: The effects of parenting on genetic and learning agents

Michael Berger^*, Jeffrey S. Rosenschein

^*Corresponding author for this work

The Rachel and Selim Benin School of Engineering and Computer Science

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

This paper explores hybrid agents, which use a combination of a genetic algorithm, a learning algorithm, and a parenting algorithm. We experimentally examined what constitutes the best combination of weights over these three algorithms, as a function of an environment's rate of change.

Original language	American English
Title of host publication	Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 2004
Editors	N.R. Jennings, C. Sierra, L. Sonenberg, M. Tambe
Pages	1328-1329
Number of pages	2
State	Published - 2004
Event	Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 2004 - New York, NY, United States Duration: 19 Jul 2004 → 23 Jul 2004

Publication series

Name	Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 2004
Volume	3

Conference

Conference	Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 2004
Country/Territory	United States
City	New York, NY
Period	19/07/04 → 23/07/04

Cite this

Berger, M., & Rosenschein, J. S. (2004). When to apply the fifth commandment: The effects of parenting on genetic and learning agents. In N. R. Jennings, C. Sierra, L. Sonenberg, & M. Tambe (Eds.), Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 2004 (pp. 1328-1329). (Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 2004; Vol. 3).

Berger, Michael ; Rosenschein, Jeffrey S. / When to apply the fifth commandment : The effects of parenting on genetic and learning agents. Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 2004. editor / N.R. Jennings ; C. Sierra ; L. Sonenberg ; M. Tambe. 2004. pp. 1328-1329 (Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 2004).

@inproceedings{28a0c88ca42e4dd3bf576b72264367c8,

title = "When to apply the fifth commandment: The effects of parenting on genetic and learning agents",

abstract = "This paper explores hybrid agents, which use a combination of a genetic algorithm, a learning algorithm, and a parenting algorithm. We experimentally examined what constitutes the best combination of weights over these three algorithms, as a function of an environment's rate of change.",

author = "Michael Berger and Rosenschein, {Jeffrey S.}",

year = "2004",

language = "American English",

isbn = "1581138644",

series = "Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 2004",

pages = "1328--1329",

editor = "N.R. Jennings and C. Sierra and L. Sonenberg and M. Tambe",

booktitle = "Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 2004",

note = "Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 2004 ; Conference date: 19-07-2004 Through 23-07-2004",

}

Berger, M & Rosenschein, JS 2004, When to apply the fifth commandment: The effects of parenting on genetic and learning agents. in NR Jennings, C Sierra, L Sonenberg & M Tambe (eds), Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 2004. Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 2004, vol. 3, pp. 1328-1329, Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 2004, New York, NY, United States, 19/07/04.

When to apply the fifth commandment: The effects of parenting on genetic and learning agents. / Berger, Michael; Rosenschein, Jeffrey S.
Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 2004. ed. / N.R. Jennings; C. Sierra; L. Sonenberg; M. Tambe. 2004. p. 1328-1329 (Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 2004; Vol. 3).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Berger, Michael

AU - Rosenschein, Jeffrey S.

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AB - This paper explores hybrid agents, which use a combination of a genetic algorithm, a learning algorithm, and a parenting algorithm. We experimentally examined what constitutes the best combination of weights over these three algorithms, as a function of an environment's rate of change.

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SN - 1581138644

T3 - Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 2004

SP - 1328

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BT - Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 2004

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A2 - Sonenberg, L.

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Y2 - 19 July 2004 through 23 July 2004

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Berger M, Rosenschein JS. When to apply the fifth commandment: The effects of parenting on genetic and learning agents. In Jennings NR, Sierra C, Sonenberg L, Tambe M, editors, Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 2004. 2004. p. 1328-1329. (Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 2004).

When to apply the fifth commandment: The effects of parenting on genetic and learning agents

Abstract

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