Autonomous Skill Acquisition on a Mobile Manipulator
Autor: | George Konidaris, Scott Kuindersma, Roderic Grupen, Andrew Barto |
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Rok vydání: | 2011 |
Předmět: | |
Zdroj: | Proceedings of the AAAI Conference on Artificial Intelligence. 25:1468-1473 |
ISSN: | 2374-3468 2159-5399 |
DOI: | 10.1609/aaai.v25i1.7982 |
Popis: | We describe a robot system that autonomously acquires skills through interaction with its environment. The robot learns to sequence the execution of a set of innate controllers to solve a task, extracts and retains components of that solution as portable skills, and then transfers those skills to reduce the time required to learn to solve a second task. |
Databáze: | OpenAIRE |
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