Robotics & Machine Learning Daily News2024,Issue(Dec.16) :46-47.

Studies from Guilin University of Aerospace Technology in the Area of Robotics D escribed (Improved Double Deep Q Network Algorithm Based On Average Q-value Esti mation and Reward Redistribution for Robot Path Planning)

Robotics & Machine Learning Daily News2024,Issue(Dec.16) :46-47.

Studies from Guilin University of Aerospace Technology in the Area of Robotics D escribed (Improved Double Deep Q Network Algorithm Based On Average Q-value Esti mation and Reward Redistribution for Robot Path Planning)

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Abstract

By a News Reporter-Staff News Editor at Robotics & Machine Learning DailyNews - A new study on Robotics is now available. Accordi ng to news reporting out of Guilin, People’sRepublic of China, by NewsRx editor s, research stated, “By integrating deep neural networks with reinforcementlear ning, the Double Deep Q Network (DDQN) algorithm overcomes the limitations of Qlearningin handling continuous spaces and is widely applied in the path plannin g of mobile robots. However,the traditional DDQN algorithm suffers from sparse rewards and inefficient utilization of high-qualitydata.”

Key words

Guilin/People’s Republic of China/Asia/Algorithms/Emerging Technologies/Machine Learning/Robot/Robotics/Guilin U niversity of Aerospace Technology

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出版年

2024
Robotics & Machine Learning Daily News

Robotics & Machine Learning Daily News

ISSN:
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