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Merging Two Worlds: Agent-Based Simulation Methods For Autonomous Systems, Andreas Tolk
Merging Two Worlds: Agent-Based Simulation Methods For Autonomous Systems, Andreas Tolk
Computational Modeling & Simulation Engineering Faculty Publications
This chapter recommends the increased use of agent-based simulation methods to support the design, development, testing, and operational use of autonomous systems. This recommendation is motivated by deriving taxonomies for intelligent software agents and autonomous robotic systems from the public literature, which shows their similarity: intelligent software agents can be interpreted as the virtual counterparts of autonomous robotic systems. This leads to examples of how simulation can be used to significantly improve autonomous system research and development in selected use cases. The chapter closes with observations on the operational effects of possible emergent behaviour and the need to align the …
Potential Of Cognitive Computing And Cognitive Systems, Ahmed K. Noor
Potential Of Cognitive Computing And Cognitive Systems, Ahmed K. Noor
Computational Modeling & Simulation Engineering Faculty Publications
Cognitive computing and cognitive technologies are game changers for future engineering systems, as well as for engineering practice and training. They are major drivers for knowledge automation work, and the creation of cognitive products with higher levels of intelligence than current smart products. This paper gives a brief review of cognitive computing and some of the cognitive engineering systems activities. The potential of cognitive technologies is outlined, along with a brief description of future cognitive environments, incorporating cognitive assistants - specialized proactive intelligent software agents designed to follow and interact with humans and other cognitive assistants across the environments. The …