On the Legg-Hutter Definition of 'Universal Intelligence' - Revision history

Phismith at 18:36, 13 March 2021

2021-03-13T18:36:02Z

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			''Presentation by [https://wikitia.com/wiki/Jobst_Landgrebe Jobst Landbrebe], (Cognotekt, GmbH)''

			Department of Computer Science, University at Buffalo, 12 noon, March 12, 2021,
	~~Presentation by Jobst Landbrebe, '''On the Legg-Hutter Definition of 'Universal Intelligence'''~~

	Department of Computer Science, University at Buffalo, March 12, 2021

	The presentation by Jobst Landgrebe starts with a detailed account of the differences between simple and complex systems and of the reasons why the latter cannot be modelled mathematically in such a way as to allow exact predictions. This implies limits to the degree to which we can use data derived from complex systems to train neural networks in order to create emulations of the behavior of such systems in a machine. This in turn -- since human brains a complex systems -- implies limits also as to the degree to which we can emulate human intelligence in a machine. There follows a critical analysis of the influential Legg-Hutter definition of 'universal intelligence', published in the journal Minds and Machines in 2007.		The presentation by Jobst Landgrebe starts with a detailed account of the differences between simple and complex systems and of the reasons why the latter cannot be modelled mathematically in such a way as to allow exact predictions. This implies limits to the degree to which we can use data derived from complex systems to train neural networks in order to create emulations of the behavior of such systems in a machine. This in turn -- since human brains a complex systems -- implies limits also as to the degree to which we can emulate human intelligence in a machine. There follows a critical analysis of the influential Legg-Hutter definition of 'universal intelligence', published in the journal Minds and Machines in 2007.

Phismith at 18:33, 13 March 2021

2021-03-13T18:33:54Z

← Older revision		Revision as of 18:33, 13 March 2021
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	~~Department of Computer Science, University at Buffalo, March 12, 2021~~

	Presentation by Jobst Landbrebe, '''On the Legg-Hutter Definition of 'Universal Intelligence'''		Presentation by Jobst Landbrebe, '''On the Legg-Hutter Definition of 'Universal Intelligence'''

			Department of Computer Science, University at Buffalo, March 12, 2021

	The presentation by Jobst Landgrebe starts with a detailed account of the differences between simple and complex systems and of the reasons why the latter cannot be modelled mathematically in such a way as to allow exact predictions. This implies limits to the degree to which we can use data derived from complex systems to train neural networks in order to create emulations of the behavior of such systems in a machine. This in turn -- since human brains a complex systems -- implies limits also as to the degree to which we can emulate human intelligence in a machine. There follows a critical analysis of the influential Legg-Hutter definition of 'universal intelligence', published in the journal Minds and Machines in 2007.		The presentation by Jobst Landgrebe starts with a detailed account of the differences between simple and complex systems and of the reasons why the latter cannot be modelled mathematically in such a way as to allow exact predictions. This implies limits to the degree to which we can use data derived from complex systems to train neural networks in order to create emulations of the behavior of such systems in a machine. This in turn -- since human brains a complex systems -- implies limits also as to the degree to which we can emulate human intelligence in a machine. There follows a critical analysis of the influential Legg-Hutter definition of 'universal intelligence', published in the journal Minds and Machines in 2007.

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Department of Computer Science, University at Buffalo, March 12, 2021

Presentation by Jobst Landbrebe, '''On the Legg-Hutter Definition of 'Universal Intelligence'''

The presentation by Jobst Landgrebe starts with a detailed account of the differences between simple and complex systems and of the reasons why the latter cannot be modelled mathematically in such a way as to allow exact predictions. This implies limits to the degree to which we can use data derived from complex systems to train neural networks in order to create emulations of the behavior of such systems in a machine. This in turn -- since human brains a complex systems -- implies limits also as to the degree to which we can emulate human intelligence in a machine. There follows a critical analysis of the influential Legg-Hutter definition of 'universal intelligence', published in the journal Minds and Machines in 2007.

:[https://www.youtube.com/watch?v=jkROaDXIinQ Video]

:[https://buffalo.box.com/v/Universal-Intelligence Slides]