Epstein Secrets

itecture by starting with a useful application like a search engine or conversational agent, and extending its common sense abilities over time. But Ben Kuipers worried that choosing too specific an application would lead to what happened to most previous projects-- someone discovers some set of ad hoc trick

LENGTH: 7274 words HEADLINE: The St. Thomas common sense symposium: designing architectures for human-level intelligence. BYLINE: Minsky, Marvin; Singh, Push; Stomas, Aaron BODY: To build a machine that has "common sense" was once a principal goal in the field of artificial intelligence. But most

encountered while reasoning in one set of mental realms can be overcome within others. Further information about these architectures can be found in Singh and Minsky (2003), Sloman (2001), and McCarthy et al. (2002). Minsky's model will be described in detail in his new book The Emotion Machine (Minsk

itecture by starting with a useful application like a search engine or conversational agent, and extending its common sense abilities over time. But Ben Kuipers worried that choosing too specific an application would lead to what happened to most previous projects— someone discovers some set of ad hoc tricks

encountered while reasoning in one set of mental realms can be overcome within others. Further information about these architectures can be found in Singh and Minsky (2003), Sloman (2001), and McCarthy et aL (2002). Minsky's model will be described in detail in his new book The Emotion Machine (Minsky

LENGTH: 7274 words HEADLINE: The St. Thomas common sense symposium: designing architectures for human-level intelligence. BYLINE: Minsky, Marvin; Singh, Push; Sloman, Aaron BODY: To build a machine that has 'common sense" was once a principal goal in the field of artificial intelligence. But most

itecture by starting with a useful application like a search engine or conversational agent, and extending its common sense abilities over time. But Ben Kuipers worried that choosing too specific an application would lead to what happened to most previous projects-- someone discovers some set of ad hoc trick

LENGTH: 7274 words HEADLINE: The St. Thomas common sense symposium: designing architectures for human-level intelligence. BYLINE: Minsky, Marvin; Singh, Push; Sloman, Aaron BODY: To build a machine that has "common sense" was once a principal goal in the field of artificial intelligence. But most

encountered while reasoning in one set of mental realms can be overcome within others. Further information about these architectures can be found in Singh and Minsky (2003), Sloman (2001), and McCarthy et al. (2002). Minsky's model will be described in detail in his new book The Emotion Machine (Minsk

urations that carry out sensorimotor and categorization tasks. The emergence of higher-level cognition from this approach seems rather unlikely. • Ben Kuipers and his colleagues INIK07, MKOS, NIKOalhave pursued an extremely innovative research program which combines qualitative reasoning and reinforcement

. Push Singh, in his PhD thesis and followup work ISI3C051, did the best job so far of creating a concrete AI design based on Minsky's ideas. While Singh's system was certainly interesting, it was also noteworthy for its lack of any learning mechanisms, and its exclusive focus on explicit rather than

igurations that carry out sensorimotor and categorization tasks. The emergence of higher-level cognition from this approach seems rather unlikely. e Ben Kuipers and his colleagues [MK07, MIX08, MIXO09]have pursued an extremely innovative research program which combines qualitative reasoning and reinforcement

es. Push Singh, in his PhD thesis and followup work [SBC05], did the best job so far of creating a concrete AI design based on Minsky’s ideas. While Singh’s system was certainly interesting, it was also noteworthy for its lack of any learning mechanisms, and its exclusive focus on explicit rather than i