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apps Other research product1910 Canada EnglishThe Cowichan Leader handle: 10613/7023
https://viurrspace.ca/bitstream/handle/10613/7023/July07-1910.pdf?sequence=2
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For further information contact us at helpdesk@openaire.euapps Other research product2014 United Kingdom English NSF | ICES: Small: Computationa..., NSF | CAREER: A Broad Synthesis...NSF| ICES: Small: Computational Fair Division: From Cake Cutting to Cloud Computing ,NSF| CAREER: A Broad Synthesis of Artificial Intelligence and Social ChoiceAuthors: Xin Jiang, Albert; Soriano Marcolino, Leandro; Procaccia, Ariel D.; Sandholm, Tuomas; +2 AuthorsXin Jiang, Albert; Soriano Marcolino, Leandro; Procaccia, Ariel D.; Sandholm, Tuomas; Shah, Nisarg; Tambe, Milind;We investigate the power of voting among diverse, randomized software agents. With teams of computer Go agents in mind, we develop a novel theoretical model of two-stage noisy voting that builds on recent work in machine learning. This model allows us to reason about a collection of agents with different biases (determined by the first-stage noise models), which, furthermore, apply randomized algorithms to evaluate alternatives and produce votes (captured by the second-stage noise models). We analytically demonstrate that a uniform team, consisting of multiple instances of any single agent, must make a significant number of mistakes, whereas a diverse team converges to perfection as the number of agents grows. Our experiments, which pit teams of computer Go agents against strong agents, provide evidence for the effectiveness of voting when agents are diverse.
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For further information contact us at helpdesk@openaire.euapps Other research product1891 Canada EnglishNanaimo Free Press https://viurrspace.ca/bitstream/handle/10613/21398/Mar09-1891.pdf?sequence=2&isAllowed=y
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For further information contact us at helpdesk@openaire.euapps Other research productkeyboard_double_arrow_right Other ORP type 2010 Portugal English FCT | LA 1, FCT | LA 14FCT| LA 1 ,FCT| LA 14Authors: Pereira, Ivo; Madureira, Ana Maria;Pereira, Ivo; Madureira, Ana Maria;handle: 10400.22/1466
Scheduling is a critical function that is present throughout many industries and applications. A great need exists for developing scheduling approaches that can be applied to a number of different scheduling problems with significant impact on performance of business organizations. A challenge is emerging in the design of scheduling support systems for manufacturing environments where dynamic adaptation and optimization become increasingly important. At this scenario, self-optimizing arise as the ability of the agent to monitor its state and performance and proactively tune itself to respond to environmental stimuli.
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visibility 114visibility views 114 download downloads 4,184 Powered bymore_vert add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
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For further information contact us at helpdesk@openaire.euapps Other research product1910 Canada EnglishThe Cowichan Leader handle: 10613/7003
https://viurrspace.ca/bitstream/handle/10613/7003/Apr23-1910.pdf?sequence=2
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For further information contact us at helpdesk@openaire.euapps Other research product1928 Canada EnglishNanaimo Free Press handle: 10613/8978
https://viurrspace.ca/bitstream/handle/10613/8978/Nov17-1928.pdf?sequence=2&isAllowed=y
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For further information contact us at helpdesk@openaire.euapps Other research product1908 Canada EnglishThe Cowichan Leader handle: 10613/7209
https://viurrspace.ca/bitstream/handle/10613/7209/Feb01-1908.pdf?sequence=2
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For further information contact us at helpdesk@openaire.euapps Other research product1910 Canada EnglishThe Cowichan Leader handle: 10613/7019
https://viurrspace.ca/bitstream/handle/10613/7019/June09-1910.pdf?sequence=2
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For further information contact us at helpdesk@openaire.euapps Other research product1879 Canada EnglishNanaimo Free Press https://viurrspace.ca/bitstream/handle/10613/22144/Sep24-1879.pdf?sequence=2
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For further information contact us at helpdesk@openaire.euapps Other research product1891 Canada EnglishNanaimo Free Press https://viurrspace.ca/bitstream/handle/10613/21305/Feb23-1891.pdf?sequence=2&isAllowed=y
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apps Other research product1910 Canada EnglishThe Cowichan Leader handle: 10613/7023
https://viurrspace.ca/bitstream/handle/10613/7023/July07-1910.pdf?sequence=2
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For further information contact us at helpdesk@openaire.euapps Other research product2014 United Kingdom English NSF | ICES: Small: Computationa..., NSF | CAREER: A Broad Synthesis...NSF| ICES: Small: Computational Fair Division: From Cake Cutting to Cloud Computing ,NSF| CAREER: A Broad Synthesis of Artificial Intelligence and Social ChoiceAuthors: Xin Jiang, Albert; Soriano Marcolino, Leandro; Procaccia, Ariel D.; Sandholm, Tuomas; +2 AuthorsXin Jiang, Albert; Soriano Marcolino, Leandro; Procaccia, Ariel D.; Sandholm, Tuomas; Shah, Nisarg; Tambe, Milind;We investigate the power of voting among diverse, randomized software agents. With teams of computer Go agents in mind, we develop a novel theoretical model of two-stage noisy voting that builds on recent work in machine learning. This model allows us to reason about a collection of agents with different biases (determined by the first-stage noise models), which, furthermore, apply randomized algorithms to evaluate alternatives and produce votes (captured by the second-stage noise models). We analytically demonstrate that a uniform team, consisting of multiple instances of any single agent, must make a significant number of mistakes, whereas a diverse team converges to perfection as the number of agents grows. Our experiments, which pit teams of computer Go agents against strong agents, provide evidence for the effectiveness of voting when agents are diverse.
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For further information contact us at helpdesk@openaire.euapps Other research product1891 Canada EnglishNanaimo Free Press https://viurrspace.ca/bitstream/handle/10613/21398/Mar09-1891.pdf?sequence=2&isAllowed=y
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For further information contact us at helpdesk@openaire.euapps Other research productkeyboard_double_arrow_right Other ORP type 2010 Portugal English FCT | LA 1, FCT | LA 14FCT| LA 1 ,FCT| LA 14Authors: Pereira, Ivo; Madureira, Ana Maria;Pereira, Ivo; Madureira, Ana Maria;handle: 10400.22/1466
Scheduling is a critical function that is present throughout many industries and applications. A great need exists for developing scheduling approaches that can be applied to a number of different scheduling problems with significant impact on performance of business organizations. A challenge is emerging in the design of scheduling support systems for manufacturing environments where dynamic adaptation and optimization become increasingly important. At this scenario, self-optimizing arise as the ability of the agent to monitor its state and performance and proactively tune itself to respond to environmental stimuli.
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visibility 114visibility views 114 download downloads 4,184 Powered bymore_vert add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
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For further information contact us at helpdesk@openaire.euapps Other research product1910 Canada EnglishThe Cowichan Leader handle: 10613/7003
https://viurrspace.ca/bitstream/handle/10613/7003/Apr23-1910.pdf?sequence=2
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For further information contact us at helpdesk@openaire.euapps Other research product1928 Canada EnglishNanaimo Free Press handle: 10613/8978
https://viurrspace.ca/bitstream/handle/10613/8978/Nov17-1928.pdf?sequence=2&isAllowed=y
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For further information contact us at helpdesk@openaire.euapps Other research product1908 Canada EnglishThe Cowichan Leader handle: 10613/7209
https://viurrspace.ca/bitstream/handle/10613/7209/Feb01-1908.pdf?sequence=2
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For further information contact us at helpdesk@openaire.euapps Other research product1910 Canada EnglishThe Cowichan Leader handle: 10613/7019
https://viurrspace.ca/bitstream/handle/10613/7019/June09-1910.pdf?sequence=2
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You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
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For further information contact us at helpdesk@openaire.euapps Other research product1879 Canada EnglishNanaimo Free Press https://viurrspace.ca/bitstream/handle/10613/22144/Sep24-1879.pdf?sequence=2
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