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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
and derive new knowledge from old. It has been connected to a natural language engine, and designs have been created for the connection of Cyc with Albus's 4D-RCS Cyc's most unique aspect is the large datah•so of commonsense knowledge that Cycorp has accumulated (millions of pieces of knowledge, ent
r the various cognitively-relevant properties of the environment from looking at data about the ev- eryday world. We agree in principle, and in fact Ben Kuipers and his colleagues have done some interesting work in this direction, showing that learning algorithms can infer some basics about the structure of
R ID PIA late IIRICVICR NSA IEOM Tr Sad PLANO I NE ban MMa !IRO IDECUTOR Tisk VA. OROS NEI SERVO RANIER 50—hoia VICEID Fig. 4.12: Albus's perceptual, motor and modeling hierarchies 4.5.6 Joshua Blue Sam Adams and his colleagues at IBM have created a cognitive architecture called Jos
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
s and derive new knowledge from old. It has been connected to a natural language engine, and designs have been created for the connection of Cye with Albus’s 4D-RCS [AMOI]. Cyc’s most unique aspect is the large database of commonsense knowledge that Cycorp has accumulated (millions of pieces of knowledge
er the various cognitively-relevant properties of the environment from looking at data about the ev- eryday world. We agree in principle, and in fact Ben Kuipers and his colleagues have done some interesting work in this direction, showing that learning algorithms can infer some basics about the structure of s
ar stereoCCD = stereo FLIR color CCD radar navigational actuator signals signals signals signals signals signals signals SENSORS ACTUATOR Fig. 4.12: Albus’s perceptual, motor and modeling hierarchies 4.5.6 Joshua Blue Sam Adams and his colleagues at IBM have created a cognitive architecture called Jos
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