Interactive Task Learning: Humans, Robots, and Agents Acquiring New Tasks Through Natural Interactions Gluck Kevin A.
Experts from a range of disciplines explore how humans and artificial agents can quickly learn completely new tasks through natural interactions with each other.Humans are not limited to a fixed set of innate or preprogrammed tasks. Understanding the mechanisms that underlie the… Celý popis ↓
Porovnanie cien Interactive Task Learning: Humans, Robots, and Agents Acquiring New Tasks Through Natural Interactions Gluck Kevin A.
Popis Interactive Task Learning: Humans, Robots, and Agents Acquiring New Tasks Through Natural Interactions Gluck Kevin A.
Interactive Task Learning: Humans, Robots, and Agents Acquiring New Tasks Through Natural Interactions Gluck Kevin A.
Experts from a range of disciplines explore how humans and artificial agents can quickly learn completely new tasks through natural interactions with each other.Humans are not limited to a fixed set of innate or preprogrammed tasks. Understanding the mechanisms that underlie the acquisition of new tasks through natural interaction is an ongoing challenge. We learn quickly through language and other forms of natural interaction, and we improve our performance and teach others what we have learned.
A huge gap exists, however, between the highly specialized niche capabilities of current machine learning systems and the generality, flexibility, and in situ robustness of human instruction and learning. Advances in artificial intelligence, cognitive science, and robotics are leading us to future systems with human-like capabilities. Drawing on expertise from multiple disciplines, this Str
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