Advances in artificial general intelligence : concepts, architectures and algorithms : proceedings of the AGI Workshop 2006 / / edited by Ben Goertzel and Pei Wang

• Record Nr.: UNINA9910811711303321
• Pubbl/distr/stampa: Amsterdam ; ; Washington, : IOS Press, c2007
• ISBN: 6610934924; 1-280-93492-1; 9786610934928; 1-4294-9232-5; 1-60750-255-0; 600-00-0329-3; 1-4337-0859-0
• Edizione: [1st ed.]
• Descrizione fisica: 1 online resource (304 p.)
• Collana: Frontiers in artificial intelligence and applications ; ; v. 157
• Altri autori (Persone): GoertzelBen; WangPei
• Disciplina: 006.3
• Soggetti: Artificial intelligence; Self-organizing systems
• Lingua di pubblicazione: Inglese
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Note generali: Description based upon print version of record.
• Nota di bibliografia: Includes bibliographical references and index.
• Nota di contenuto: Title page; Preface; Contents; Introduction: Aspects of Artificial General Intelligence; A Collection of Definitions of Intelligence; Four Contemporary AGI Designs: A Comparative Treatment; A Foundational Architecture for Artificial General Intelligence; A Working Hypothesis for General Intelligence; From NARS to a Thinking Machine; Adaptive Algorithmic Hybrids for Human-Level Artificial Intelligence; Cognitive Map Dimensions of the Human Value System Extracted from Natural Language; Program Evolution for General Intelligence; Artificial Brains. An Inexpensive Method for Accelerating the Evolution of Neural Network Modules for Building Artificial BrainsComplex Systems, Artificial Intelligence and Theoretical Psychology; Stages of Cognitive Development in Uncertain-Logic-Based AI Systems; Indefinite Probabilities for General Intelligence; Virtual Easter Egg Hunting: A Thought-Experiment in Embodied Social Learning, Cognitive Process ; Integration, and the Dynamic Emergence of the Self; Probabilistic Logic Based Reinforcement Learning of Simple Embodied Behaviors in a 3D Simulation World; How Do We More Greatly Ensure Responsible AGI?Panel Discussion: What Are the Bottlenecks, and How Soon to AGI?; Author Index
• Sommario/riassunto: Examines the creation of software programs displaying broad, deep, human-style general intelligence. This work features papers presented at the 2006 AGIRI (Artificial General Intelligence Research Institute) workshop, which illustrates that it is a fit and proper subject for serious science and engineering exploration.