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Artificial General Intelligence : 7th International Conference, AGI 2014, Quebec City, QC, Canada, August 1-4, 2014, Proceedings / edited by Ben Goertzel, Laurent Orseau, Javier Snaider.
- Format:
- Book
- Series:
- Computer Science (SpringerNature-11645)
- Lecture notes in computer science. Lecture notes in artificial intelligence 2945-9141 ; 8598
- Lecture Notes in Artificial Intelligence, 2945-9141 ; 8598
- Language:
- English
- Subjects (All):
- Artificial intelligence.
- Machine theory.
- Pattern recognition systems.
- Algorithms.
- Application software.
- Software engineering.
- Artificial Intelligence.
- Formal Languages and Automata Theory.
- Automated Pattern Recognition.
- Computer and Information Systems Applications.
- Software Engineering.
- Local Subjects:
- Artificial Intelligence.
- Formal Languages and Automata Theory.
- Automated Pattern Recognition.
- Algorithms.
- Computer and Information Systems Applications.
- Software Engineering.
- Physical Description:
- 1 online resource (XII, 268 pages) : 44 illustrations
- Edition:
- 1st ed. 2014.
- Contained In:
- Springer Nature eBook
- Place of Publication:
- Cham : Springer International Publishing : Imprint: Springer, 2014.
- System Details:
- text file PDF
- Summary:
- This book constitutes the refereed proceedings of the 7th International Conference on Artificial General Intelligence, AGI 2014, held in Quebec City, QC, Canada, in August 2014. The 22 papers and 8 posters were carefully reviewed and selected from 65 submissions. Researchers have recognized the necessity of returning to the original goals of the field by treating intelligence as a whole. Increasingly, there is a call for a transition back to confronting the more difficult issues of "human-level intelligence" and more broadly artificial general intelligence. AGI research differs from the ordinary AI research by stressing on the versatility and wholeness of intelligence, and by carrying out the engineering practice according to an outline of a system comparable to the human mind in a certain sense. The AGI conference series has played, and continues to play, a significant role in this resurgence of research on artificial intelligence in the deeper, original sense of the term of "artificial intelligence". The conferences encourage interdisciplinary research based on different understandings of intelligence, and exploring different approaches.
- Contents:
- Agent Architectures
- Autonomy
- Benchmarks and Evaluation
- Cognitive Modeling
- Collaborative Intelligence
- Creativity
- Distributed AI
- Formal Models of General Intelligence
- Implications of AGI for Society, Economy and Ecology
- Integration of Different Capabilities
- Knowledge Representation for General Intelligence
- Languages, Specification Approaches and Toolkits
- Learning, and Learning Theory
- Motivation, Emotion and Affect
- Multi-Agent Interaction
- Natural Language Understanding
- Neural-Symbolic Processing
- Perception and Perceptual Modeling
- Philosophy of AGI
- Reasoning, Inference and Planning
- Reinforcement Learning
- Robotic and Virtual Embodiment
- Simulation and Emergent Behavior
- Solomonoff Induction.
- Other Format:
- Printed edition:
- ISBN:
- 978-3-319-09274-4
- 9783319092744
- Access Restriction:
- Restricted for use by site license.
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