Robotics & Machine Learning Daily News2024,Issue(MAY.17) :52-53.

Findings from University of Birmingham Broaden Understanding of Field Robotics ( An Online Hyper-volume Action Bounding Approach for Accelerating the Process of Deep Reinforcement Learning From Multiple Controllers)

Robotics & Machine Learning Daily News2024,Issue(MAY.17) :52-53.

Findings from University of Birmingham Broaden Understanding of Field Robotics ( An Online Hyper-volume Action Bounding Approach for Accelerating the Process of Deep Reinforcement Learning From Multiple Controllers)

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Abstract

By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News – New research on Robotics - Field Robot ics is the subject of a report. According to news reporting originating from Bir mingham, United Kingdom, by NewsRx correspondents, research stated, “This paper fuses ideas from reinforcement learning (RL), Learning from Demonstration (LfD), and Ensemble Learning into a single paradigm. Knowledge from a mixture of contr ol algorithms (experts) are used to constrain the action space of the agent, ena bling faster RL refining of a control policy, by avoiding unnecessary explorativ e actions.”

Key words

Birmingham/United Kingdom/Europe/Fiel d Robotics/Robotics/Emerging Technologies/Machine Learning/Reinforcement Lea rning/University of Birmingham

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出版年

2024
Robotics & Machine Learning Daily News

Robotics & Machine Learning Daily News

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