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  1. Perception as Abduction: Turning Sensor Data Into Meaningful Representation.Murray Shanahan - 2005 - Cognitive Science 29 (1):103-134.
    This article presents a formal theory of robot perception as a form of abduction. The theory pins down the process whereby low‐level sensor data is transformed into a symbolic representation of the external world, drawing together aspects such as incompleteness, top‐down information flow, active perception, attention, and sensor fusion in a unifying framework. In addition, a number of themes are identified that are common to both the engineer concerned with developing a rigorous theory of perception, such as the one on (...)
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  • A cognitive architecture that combines internal simulation with a global workspace.Murray Shanahan - 2006 - Consciousness and Cognition 15 (2):433-449.
    This paper proposes a brain-inspired cognitive architecture that incorporates approximations to the concepts of consciousness, imagination, and emotion. To emulate the empirically established cognitive efficacy of conscious as opposed to non-conscious information processing in the mammalian brain, the architecture adopts a model of information flow from global workspace theory. Cognitive functions such as anticipation and planning are realised through internal simulation of interaction with the environment. Action selection, in both actual and internally simulated interaction with the environment, is mediated by (...)
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  • Action Models for Conditionals.Jeremy Lent & Richmond H. Thomason - 2015 - Journal of Logic, Language and Information 24 (2):211-231.
    Possible worlds semantics for conditionals leave open the problem of how to construct models for realistic domains. In this paper, we show how to adapt logics of action and change such as John McCarthy’s Situation Calculus to conditional logics. We illustrate the idea by presenting models for conditionals whose antecedents combine a declarative condition with a hypothetical action.
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  • Pouring liquids: A study in commonsense physical reasoning.Ernest Davis - 2008 - Artificial Intelligence 172 (12-13):1540-1578.
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  • Formalising the Fisherman's Folly puzzle.Pedro Cabalar & Paulo E. Santos - 2011 - Artificial Intelligence 175 (1):346-377.
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