Search Results - "deterministic policy gradient algorithm"

Agent-Based Modeling in Electricity Market Using Deep Deterministic Policy Gradient Algorithm by Liang, Yanchang, Guo, Chunlin, Ding, Zhaohao, Hua, Huichun

“…Game theoretic methods and simulations based on reinforcement learning (RL) are often used to analyze electricity market equilibrium. However, the former is…”
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Deep deterministic policy gradient algorithm: A systematic review by Sumiea, Ebrahim Hamid, Abdulkadir, Said Jadid, Alhussian, Hitham Seddig, Al-Selwi, Safwan Mahmood, Alqushaibi, Alawi, Ragab, Mohammed Gamal, Fati, Suliman Mohamed

“…Deep Reinforcement Learning (DRL) has gained significant adoption in diverse fields and applications, mainly due to its proficiency in resolving complicated…”
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Regularly updated deterministic policy gradient algorithm by Han, Shuai, Zhou, Wenbo, Lü, Shuai, Yu, Jiayu

“…Deep Deterministic Policy Gradient (DDPG) algorithm is one of the most well-known reinforcement learning methods. However, this method is inefficient and…”
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Battery-Involved Energy Management for Hybrid Electric Bus Based on Expert-Assistance Deep Deterministic Policy Gradient Algorithm by Wu, Jingda, Wei, Zhongbao, Liu, Kailong, Quan, Zhongyi, Li, Yunwei

“…Energy management is an enabling technique to guarantee the reliability and economy of hybrid electric systems. This paper proposes a novel machine…”
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Adaptive neuro-fuzzy PID controller based on twin delayed deep deterministic policy gradient algorithm by Shi, Qian, Lam, Hak-Keung, Xuan, Chengbin, Chen, Ming

“…This paper presents an adaptive neuro-fuzzy PID controller based on twin delayed deep deterministic policy gradient (TD3) algorithm for nonlinear systems. In…”
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Deep Deterministic Policy Gradient Algorithm Based Reinforcement Learning Controller for Single-Inductor Multiple-Output DC-DC Converter by Ye, Jian, Guo, Huanyu, Wang, Benfei, Zhang, Xinan

“… In this article, we propose a deep deterministic policy gradient algorithm based reinforcement learning (RL) controller…”
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Multi-agent deep deterministic policy gradient algorithm for peer-to-peer energy trading considering distribution network constraints by Samende, Cephas, Cao, Jun, Fan, Zhong

“… To address the challenge, we first formulate the above problem as a Markov decision process and propose a multi-agent deep deterministic policy gradient algorithm to learn optimal energy trading decisions…”
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Deep deterministic policy gradient algorithm for crowd-evacuation path planning by Li, Xinjin, Liu, Hong, Li, Junqing, Li, Yan

“…•We propose E-MADDPG algorithm with higher learning efficiency based on MADDPG.•We extract the motion trajectory from the pedestrian video to reduce the state…”
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Twin-delayed deep deterministic policy gradient algorithm for the energy management of microgrids by Domínguez-Barbero, David, García-González, Javier, Sanz-Bobi, Miguel Á.

“…The microgrid market is growing significantly due to several drivers, such as the need to lower greenhouse gas emissions by integrating higher shares of…”
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Ultra-Wide-Scanning Conformal Heterogeneous Phased Array Antenna Based on Deep Deterministic Policy Gradient Algorithm by Zhang, Binchao, Jin, Cheng, Cao, Kaiqi, Lv, Qihao, Zhang, Pengyu, Li, Yan, Li, Maokun

“…This article investigates the pattern synthesis of the conformal phased array antenna (PAA) by using the deep deterministic policy gradient (DDPG) algorithm,…”
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A novel data-driven energy management strategy for fuel cell hybrid electric bus based on improved twin delayed deep deterministic policy gradient algorithm by Huang, Ruchen, He, Hongwen

“…With the prosperity of artificial intelligence in recent years, energy management strategies (EMSs) based on deep reinforcement learning (DRL) have become the…”
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Electromagnetic-Model-Driven Twin Delayed Deep Deterministic Policy Gradient Algorithm for Stealthy Conformal Array Antenna by Zhang, Binchao, Jin, Cheng, Tian, Buning, Cao, Kaiqi, Wang, Junwei, Zhang, Pengyu

“…Conformal array antennas (CAAs) can effectively broaden the beam scanning range and improve radiation flexibility. Unfortunately, confirmation will increase…”
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Mean deep deterministic policy gradient algorithm for pursuit strategies in three-body confrontation by Wang, Ziheng, Pu, Xiandong, Li, Yulin, Zhang, Jianlei, Zhang, Chunyan

“…•The ensemble-based algorithm mean deep deterministic policy gradient is proposed.•A Markov decision model for the three-body confrontation problem is…”
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UAV maneuvering decision -making algorithm based on Twin Delayed Deep Deterministic Policy Gradient Algorithm by Bai, Shuangxia, Song, Shaomei, Liang, Shiyang, Wang, Jianmei, Li, Bo, Neretin, Evgeny

“…Aiming at intelligent decision-making of UAV based on situation information in air combat, a novel maneuvering decision method based on deep reinforcement…”
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Reinforcement learning control method for real‐time hybrid simulation based on deep deterministic policy gradient algorithm by Li, Ning, Tang, Jichuan, Li, Zhong‐Xian, Gao, Xiuyu

“… This study proposes a novel control approach based on the deep deterministic policy gradient algorithm in reinforcement learning (RL…”
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A Three-Stage Optimal Operation Strategy of Interconnected Microgrids With Rule-Based Deep Deterministic Policy Gradient Algorithm by Zhang, Huifeng, Yue, Dong, Dou, Chunxia, Hancke, Gerhard P.

“…The ever-increasing requirements of demand response dynamics, competition among different stakeholders, and information privacy protection intensify the…”
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Novel task decomposed multi-agent twin delayed deep deterministic policy gradient algorithm for multi-UAV autonomous path planning by Zhou, Yatong, Kong, Xiaoran, Lin, Kuo-Ping, Liu, Liangyu

“…•This study develops a novel TD-MATD3 model to improve convergence efficiency.•A novel reward function is also designed to facilitate the convergence of the…”
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Peer-to-Peer Energy Transactions for Prosumers Based on Improved Deep Deterministic Policy Gradient Algorithm by Xiao, Hao, Pu, Xiaowei, Pei, Wei, Ma, Li

“…With the evolution of the power market, the active involvement of prosumers in both consuming renewable energy and maximizing financial gains has emerged as a…”
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Deep deterministic policy gradient algorithm based on dung beetle optimization and priority experience replay mechanism by Zhu, Hengwei, Rong, Chuiting, Liu, Haorui

“… Hence, we propose a deep deterministic policy gradient algorithm based on the dung beetle optimization algorithm (DBOP–DDPG…”
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Design of Coding Metasurface Units Based on a New Deep Deterministic Policy Gradient Algorithm by Jiang, Yilin, Tian, Yuxi, Li, Jinxin, Yan, Chengyue, Pan, Yuxuan

“…In this letter, a design method of broadband digital coding metasurface units based on a novel deep deterministic policy gradient (DDPG) algorithm is proposed…”
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