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Intractability is a growing concern across the cognitive sciences: while many models of cognition can describe and predict human behavior in the lab, it remains unclear how these models can scale to situations of real-world complexity. Cognition and Intractability is the first book to provide an accessible introduction to computational complexity analysis and its application to questions of intractability in cognitive science. Covering both classical and parameterized complexity analysis, it introduces the mathematical concepts and proof techniques that can be used to test one's intuition of (in)tractability. It also describes how these tools can be applied to cognitive modeling to deal with intractability, and its ramifications, in a systematic way. Aimed at students and researchers in philosophy, cognitive neuroscience, psychology, artificial intelligence, and linguistics who want to build a firm understanding of intractability and its implications in their modeling work, it is an ideal resource for teaching or self-study.
Bodies and Other Objects is written for students, scholars and anyone with an interest in embodied cognition - the claim that the human mind cannot be understood without regard for the actions and capacities of the body. The impulse to write this book was a dissatisfaction with the inconsistent, and often shallow, use of the term 'embodied cognition'. This text attempts to reframe cognitive science with a unified theory of embodied cognition in which sensorimotor elements provide the basis for cognition, including symbolic exchanges that arise within a society of agents. It draws ideas and evidence from experimental psychology, neuroscience, philosophy and anthropology in reaching the conclusion that human cognition is best understood as the means by which exchanges within a constantly evolving network of skilful bodies and objects are regulated so as to further human interests.
Previous studies of foreign policy decision making have largely focused on the choice among specified options rather than the prior question of how the options were specified in the first place. Such 'problem representation' is the focus of this volume. How do the game theorists' options and utilities come about? Concretely, for example, how and why in the Cuban missile crisis were blockade, air strike, and invasion chosen as options? To answer such questions, the editors contend the representation of the problem to which the options are a response, the determinants of that representation, and its ramifications must all be analyzed. The contributors to the volume consider these issues both conceptually and empirically, employing the methods of both international relations and political psychology.