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Deep deterministic policy gradient algorithm: A systematic review

Deep Reinforcement Learning (DRL) has gained significant adoption in diverse fields and applications, mainly due to its proficiency in resolving complicated decision-making problems in spaces with high-dimensional states and actions. Deep Deterministic Policy Gradient (DDPG) is a well-known DRL algo...

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Hlavní autoři: Ebrahim Hamid Sumiea, Said Jadid Abdulkadir, Hitham Seddig Alhussian, Safwan Mahmood Al-Selwi, Alawi Alqushaibi, Mohammed Gamal Ragab, Suliman Mohamed Fati
Médium: Artigo
Jazyk:Inglês
Vydáno: Elsevier 2024-05-01
Edice:Heliyon
Témata:
Deep deterministic policy gradient (DDPG)
Deep reinforcement learning (DRL)
Hyperparameter
Optimization
On-line přístup:http://www.sciencedirect.com/science/article/pii/S2405844024067288
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