Unified theories of cognition
Chunking in Soar: The Anatomy of a General Learning Mechanism
Machine Learning
Learning hierarchical task networks by observation
ICML '06 Proceedings of the 23rd international conference on Machine learning
A cognitive robotics approach to comprehending human language and behaviors
Proceedings of the ACM/IEEE international conference on Human-robot interaction
Acquisition of hierarchical reactive skills in a unified cognitive architecture
Cognitive Systems Research
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Today, there are increased interest and various efforts in using cognitive architectures to control robotic platforms. Recent advances to essential capabilities in robots contributed to this trend, which tries to meet the increased demand for high-level control mechanisms. The tradition of cognitive architectures aims for general intelligence, and they have some great potential for use in robots that are now increasingly more capable of complex tasks. In this paper, we introduce one such architecture, ICARUS, used in a robotic environment to provide knowledge-based control for a humanoid robot, MAHRU. We show some experimental observations in the Blocks World domain.