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 move-ments of a robot using trial-and-error interactions with its environment. In this paper, an approach based on a Dee...

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Bibliographic Details
Main Authors: Lindner, T. (Author), Milecki, A. (Author)
Format: Article
Language:English
Published: MDPI 2022
Subjects:
Online Access:View Fulltext in Publisher