Autonomous Skill Acquisition on a Mobile Manipulator

Autor: George Konidaris, Scott Kuindersma, Roderic Grupen, Andrew Barto
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