Machine Intelligence and Robotics: Report of the NASA Study Group : Final Report |
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Page 413
... experience can have only limited value . Pattern Recognition , by providing a heuristic connection which links the old to the new , can make learning broadly useful . What is a " pattern " ? We often use the term teleologically to mean ...
... experience can have only limited value . Pattern Recognition , by providing a heuristic connection which links the old to the new , can make learning broadly useful . What is a " pattern " ? We often use the term teleologically to mean ...
Page 421
... experience . ( One must put in a similar mechanism for estimating the p ; ' s . ) The variance of the normalized weight w1 [ ( 1 − 0 ) / 0 ] approaches [ ( 1 − 0 ) / ( 1 +0 ] pij9ij . Thus a small value for means rapid learning but is ...
... experience . ( One must put in a similar mechanism for estimating the p ; ' s . ) The variance of the normalized weight w1 [ ( 1 − 0 ) / 0 ] approaches [ ( 1 − 0 ) / ( 1 +0 ] pij9ij . Thus a small value for means rapid learning but is ...
Page 425
... experience , and one way to do this is to use success - reinforced decision models . These learning systems are shown to be averaging devices . Using devices which learn also which events are associated with reinforcement , i.e. ...
... experience , and one way to do this is to use success - reinforced decision models . These learning systems are shown to be averaging devices . Using devices which learn also which events are associated with reinforcement , i.e. ...
Page 428
... experience , perhaps storing one's memories in terms of them . If later it is discovered that some other properties would serve better , then one must face the problem of translating , or abandoning , the records based on the older ...
... experience , perhaps storing one's memories in terms of them . If later it is discovered that some other properties would serve better , then one must face the problem of translating , or abandoning , the records based on the older ...
Page 432
... experience . Samuel's work is notable in the variety of experiments that were performed , with and without various heuristics . This gives an unusual opportunity to really find out how different heuristic methods compare . More workers ...
... experience . Samuel's work is notable in the variety of experiments that were performed , with and without various heuristics . This gives an unusual opportunity to really find out how different heuristic methods compare . More workers ...
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algorithms Allen Newell analysis applications areas Artificial Intelligence automated basic behavior capabilities centers chess complex computer science computer systems concept Conf construction cost DENDRAL devices discussion domain elements engineering environment example existing experience exploration Feigenbaum Figure functions GAME goal hardware heuristic programming heuristic search human hypotheses ill-structured problems inference information processing input intelligence and robotics interaction knowledge logic machine intelligence man-machine systems manipulators Marvin Minsky mathematical mechanisms memory ment methods Minsky mission operations MYCIN NASA NASA's Natural Language Newell Papers 3d Intl pattern recognition performance planetary planning problem solving problem space problem statement Proc procedure processor Project Project MAC PSYC psychology representation rover rules sensors sequence Simon simplex method solution solver space missions spacecraft specific Stanford Research Institute Stanford Univ structure Study Group subproblems symbolic task Tech techniques TEIRESIAS teleoperator theory tion