A Novel Behavioral Strategy for RoboCode Platform Based on Deep Q-Learning

This paper addresses a new machine learning-based behavioral strategy using the deep Q-learning algorithm for the RoboCode simulation platform. According to this strategy, a new model is proposed for the RoboCode platform, providing an environment for simulated robots that can be programmed to battl...

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Bibliographic Details
Main Authors: Hakan Kayakoku, Mehmet Serdar Guzel, Erkan Bostanci, Ihsan Tolga Medeni, Deepti Mishra
Format: Article
Language:English
Published: Hindawi-Wiley 2021-01-01
Series:Complexity
Online Access:http://dx.doi.org/10.1155/2021/9963018