7 research outputs found
The cognitive agent: Overcoming informational limits
This article provides an answer to the question: What is the function of cognition? By answering this question it becomes possible to investigate what are the simplest cognitive systems. It addresses the question by treating cognition as a solution to a design problem. It defines a nested sequence of design problems: (1) How can a system persist? (2) How can a system affect its environment to improve its persistence? (3) How can a system utilize better information from the environment to select better actions? And, (4) How can a system reduce its inherent informational limitations to achieve more successful behavior? This provides a corresponding nested sequence of system classes: (1) autonomous systems, (2) (re)active autonomous systems, (3) informationally controlled autonomous systems (autonomous agents), and (4) cognitive systems.
This article provides the following characterization of cognition: The cognitive system is the set of mechanisms of an autonomous agent that (1) allow increase of the correlation and integration between the environment and the information system of the agent, so that (2) the agent can improve the selection of actions and thereby produce more successful behavior.
Finally, it shows that common cognitive capacities satisfy the characterization: learning, memory, representation, decision making, reasoning, attention, and communication
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GENERAL SITUATED COGNITION
The dissertation is based on four papers that together offer a theory of General Situated Cognition. The project has two overarching goals: (1) to unify existing foundational approaches to cognition by investigating cognition within the framework of the philosophy of information; (2) to characterize the function of cognition and suggest a general (meta-)framework for cognitive architecture. Two of the papers, "Pre-cognitive Semantic Information" and "The Information Medium", deal primarily with the concept of information. They offer a pragmatic and structural account of information, as well as a novel and more general theory of meaning appropriate for simple, non-linguistic organisms - the interface theory of meaning. The papers lay the theoretical and conceptual machinery needed for the other two papers, "The Cognitive Agent: Overcoming Informational Limitations" and "Information Networks: A Meta-architecture for Situated Cognition", which investigate cognition as a general natural phenomenon. They specify the function of cognition as the mechanism in an organism that overcomes informational deficits. They also offer a broad architecture of cognitive systems based on networks of information media, which encompasses, and thus unifies existing approaches to cognition, such as the computational/symbolic approach, the connectionist approach, the dynamicist approach and the ecological embodied approach