The society of mind
SOAR: an architecture for general intelligence
Artificial Intelligence
Unified theories of cognition
Parallel distributed processing: explorations in the microstructure of cognition, vol. 1: foundations
Autonomous Robots
GPS, a program that simulates human thought
Computers & thought
From complexity to creativity: explorations in evolutionary, autopoietic, and cognitive dynamics
From complexity to creativity: explorations in evolutionary, autopoietic, and cognitive dynamics
Foundations of statistical natural language processing
Foundations of statistical natural language processing
Connectionist-Symbolic Integration: From Unified to Hybrid Approaches
Connectionist-Symbolic Integration: From Unified to Hybrid Approaches
Computational Explorations in Cognitive Neuroscience: Understanding the Mind by Simulating the Brain
Computational Explorations in Cognitive Neuroscience: Understanding the Mind by Simulating the Brain
Some challenges and grand challenges for computational intelligence
Journal of the ACM (JACM)
Explanation-Based Generalization: A Unifying View
Machine Learning
Adaptive execution in complex dynamic worlds
Adaptive execution in complex dynamic worlds
An Adaptive Architecture for Physical Agents
IAT '05 Proceedings of the IEEE/WIC/ACM International Conference on Intelligent Agent Technology
Confabulation Theory: The Mechanism of Thought
Confabulation Theory: The Mechanism of Thought
Rigid Flexibility: The Logic of Intelligence (Applied Logic Series)
Rigid Flexibility: The Logic of Intelligence (Applied Logic Series)
Artificial Mind System: Kernel Memory Approach (Studies in Computational Intelligence)
Artificial Mind System: Kernel Memory Approach (Studies in Computational Intelligence)
Learning Recursive Control Programs from Problem Solving
The Journal of Machine Learning Research
Robot Brains: Circuits and Systems for Conscious Machines
Robot Brains: Circuits and Systems for Conscious Machines
Adaptive Algorithmic Hybrids for Human-Level Artificial Intelligence
Proceedings of the 2007 conference on Advances in Artificial General Intelligence: Concepts, Architectures and Algorithms: Proceedings of the AGI Workshop 2006
Reinforcement learning: a survey
Journal of Artificial Intelligence Research
Towards understanding of natural language: neurocognitive inspirations
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Common sense reasoning – from cyc to intelligent assistant
Ambient Intelligence in Everyday Life
From neural networks to the brain: autonomous mental development
IEEE Computational Intelligence Magazine
Intuition, Insight, Imagination and Creativity
IEEE Computational Intelligence Magazine
IEEE Transactions on Evolutionary Computation
Top-down versus bottom-up learning in cognitive skill acquisition
Cognitive Systems Research
A new methodology of extraction, optimization and application of crisp and fuzzy logical rules
IEEE Transactions on Neural Networks
Creating Brain-Like Intelligence
Creating Brain-Like Intelligence
A novel dual neuro-fuzzy system approach for large-scale knowledge consolidation
FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
RFCMAC: A novel reduced localized neuro-fuzzy system approach to knowledge extraction
Expert Systems with Applications: An International Journal
A cognitive module in a decision-making architecture for agents in urban simulations
CAVE'12 Proceedings of the First international conference on Cognitive Agents for Virtual Environments
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Cognitive architectures play a vital role in providing blueprints for building future intelligent systems supporting a broad range of capabilities similar to those of humans. How useful are existing architectures for creating artificial general intelligence? A critical survey of the state of the art in cognitive architectures is presented providing a useful insight into the possible frameworks for general intelligence. Grand challenges and an outline of the most promising future directions are described.