Reinforcement Learning-Based Algorithm to Avoid Obstacles by the Anthropomorphic Robotic Arm

In this paper, the application of the policy gradient Reinforcement Learning-based (RL) method for obstacle avoidance is proposed. This method was successfully used to control the movements of a robot using trial-and-error interactions with its environment. In this paper, an approach based on a Deep...

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Bibliographic Details
Main Authors: Tymoteusz Lindner, Andrzej Milecki
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/12/13/6629