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Optimal navigation for AGVs: A soft actor–critic-based reinforcement learning approach with composite auxiliary rewards

Haisen Guo, Zhigang Ren, Jialun Lai, Zongze Wu, Shengli Xie

2023Engineering Applications of Artificial Intelligence29 citationsDOI

Topics & Concepts

Computer scienceReinforcement learningRobustness (evolution)Markov decision processObstacleObstacle avoidanceProcess (computing)Artificial intelligenceMarkov processMobile robotRobotOperating systemBiochemistryMathematicsChemistryGenePolitical scienceLawStatisticsReinforcement Learning in RoboticsRobotic Path Planning AlgorithmsOptimization and Search Problems
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