Výsledky vyhledávání - deterministic policy gradient algorithm

UAV maneuvering decision -making algorithm based on Twin Delayed Deep Deterministic Policy Gradient Algorithm Autor Bai, Shuangxia, Song, Shaomei, Liang, Shiyang, Wang, Jianmei, Li, Bo, Neretin, Evgeny

“…) algorithm and the Deep Deterministic Policy Gradient (DDPG) algorithm in deep reinforcement learning are used to train the model, and the experimental results of the two algorithms are analyzed and compared…”
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Deep Deterministic Policy Gradient Algorithm Based Reinforcement Learning Controller for Single-Inductor Multiple-Output DC-DC Converter Autor 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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Reinforcement learning control method for real‐time hybrid simulation based on deep deterministic policy gradient algorithm Autor 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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Intelligent Fault Quantitative Identification via the Improved Deep Deterministic Policy Gradient Algorithm (DDPG) Accompanied with Imbalanced Sample Autor Cui, Qianwen, Zhu, Liangyu, Feng, Huanqin, He, Shuilong, Chen, Jinglong

“… Aiming to solve the above problem, an improved deep deterministic policy gradient algorithm (ResDPG…”
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Deterministic policy gradient algorithms for semi‐Markov decision processes Autor Hosseinloo, Ashkan Haji, Dahleh, Munther A.

“…‐known deterministic policy gradient (DPG) theorem in MDPs to SMDPs under average‐reward criterion. The existing stochastic policy gradient methods not only require…”
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Optimization control of the double‐capacity water tank‐level system using the deep deterministic policy gradient algorithm Autor Ye, Likun, Jiang, Pei

“…‐adaption characteristics have thus become a challenging yet meaningful research topic. In this article, we propose a novel approach that incorporates the deep deterministic policy gradient (DDPG…”
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Adaptive Deep Ant Colony Optimization–Asymmetric Strategy Network Twin Delayed Deep Deterministic Policy Gradient Algorithm: Path Planning for Mobile Robots in Dynamic Environments Autor Li, Xiangcheng, Ruan, Zhaokai, Ou, Yang, Ban, Dongri, Sun, Youming, Qin, Tuanfa, Cai, Yiyi

“… Traditional ant colony optimization (ACO) algorithms encounter issues such as low efficiency, slow convergence, and a tendency to become stuck in local optima and search stagnation when applied to complex dynamic environments…”
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Agent-Based Modeling in Electricity Market Using Deep Deterministic Policy Gradient Algorithm Autor Liang, Yanchang, Guo, Chunlin, Ding, Zhaohao, Hua, Huichun

“… To address the aforementioned problems, this paper adopts deep deterministic policy gradient (DDPG…”
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Deep deterministic policy gradient algorithm: A systematic review Autor Sumiea, Ebrahim Hamid, Abdulkadir, Said Jadid, Alhussian, Hitham Seddig, Al-Selwi, Safwan Mahmood, Alqushaibi, Alawi, Ragab, Mohammed Gamal, Fati, Suliman Mohamed

“… Deep Deterministic Policy Gradient (DDPG) is a well-known DRL algorithm that adopts an actor-critic approach, synthesizing the advantages of value-based and policy-based reinforcement learning methods…”
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Regularly updated deterministic policy gradient algorithm Autor Han, Shuai, Zhou, Wenbo, Lü, Shuai, Yu, Jiayu

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

“… Firstly, the deep deterministic policy gradient (DDPG) algorithm is combined with an expert-assistance system, for the first time, to enhance the "cold start" performance and optimize the power allocation of HEB…”
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Adaptive neuro-fuzzy PID controller based on twin delayed deep deterministic policy gradient algorithm Autor 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…”
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Multi-agent deep deterministic policy gradient algorithm for peer-to-peer energy trading considering distribution network constraints Autor 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 Autor Li, Xinjin, Liu, Hong, Li, Junqing, Li, Yan

“… Second, in the upper level, leaders perform path planning to guide the evacuation. To obtain the best evacuation path, we propose the efficient multi-agent deep deterministic policy gradient…”
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Optimizing the Multi-Objective Discrete Particle Swarm Optimization Algorithm by Deep Deterministic Policy Gradient Algorithm Autor Yang-Yang, Sun, Jun-Ping, Yao, Xiao-Jun, Li, Shou-Xiang, Fan, Zi-Wei, Wang

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Twin-delayed deep deterministic policy gradient algorithm for the energy management of microgrids Autor Domínguez-Barbero, David, García-González, Javier, Sanz-Bobi, Miguel Á.

“… This paper studies the energy management problem of a microgrid based on reinforcement learning algorithms…”
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Electromagnetic-Model-Driven Twin Delayed Deep Deterministic Policy Gradient Algorithm for Stealthy Conformal Array Antenna Autor Zhang, Binchao, Jin, Cheng, Tian, Buning, Cao, Kaiqi, Wang, Junwei, Zhang, Pengyu

“… In this article, we propose an innovative array optimization algorithm for stealthy CAAs based on the twin delayed deep deterministic policy gradient (TD3…”
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Ultra-Wide-Scanning Conformal Heterogeneous Phased Array Antenna Based on Deep Deterministic Policy Gradient Algorithm Autor Zhang, Binchao, Jin, Cheng, Cao, Kaiqi, Lv, Qihao, Zhang, Pengyu, Li, Yan, Li, Maokun

“…) by using the deep deterministic policy gradient (DDPG) algorithm, and a nearly full solid angle for beam steering is realized…”
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Logistics-involved service composition in a dynamic cloud manufacturing environment: A DDPG-based approach Autor Liu, Yongkui, Liang, Huagang, Xiao, Yingying, Zhang, Haifeng, Zhang, Jingxin, Zhang, Lin, Wang, Lihui

“…•A Deep Deterministic Policy Gradient (DDPG)-based approach to service composition in cloud manufacturing is proposed…”
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Bidirectional Obstacle Avoidance Enhancement‐Deep Deterministic Policy Gradient: A Novel Algorithm for Mobile‐Robot Path Planning in Unknown Dynamic Environments Autor Xue, Junxiao, Zhang, Shiwen, Lu, Yafei, Yan, Xiaoran, Zheng, Yuanxun

“…) mechanism with the deep deterministic policy gradient (DDPG) algorithm, is proposed to enhance the learning ability of obstacle avoidance…”
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