Výsledky vyhledávání - twin delayed deep deterministic 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

“… The autonomous maneuvering model of UAV is established by Markov Decision Process. The Twin Delayed Deep Deterministic Policy Gradient(TD3…”
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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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Posture stability control of a beaver-like bipedal robot based on the deep interactive twin delayed deep deterministic policy gradient algorithm Autor Chen, Gang, Xue, Hanhan, Zhao, Zhihan, Lu, Yuwang, Cao, Guangke, Yang, Chenguang, Hu, Huosheng, Wu, Chuanyu, Zeng, Jinfeng, Weng, Lichun, Yang, Pingyu

“… A bionic beaver bipedal robot is designed following this model. To enhance training efficiency and avoid ineffective exploration, we propose a deep interactive…”
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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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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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A novel data-driven energy management strategy for fuel cell hybrid electric bus based on improved twin delayed deep deterministic policy gradient algorithm Autor Huang, Ruchen, He, Hongwen

“… In this article, to optimize the power allocation of the FCHEB, an improved twin delayed deep deterministic policy gradient (TD3…”
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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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The application of machine learning based energy management strategy in multi-mode plug-in hybrid electric vehicle, part I: Twin Delayed Deep Deterministic Policy Gradient algorithm design for hybrid mode Autor Wu, Changcheng, Ruan, Jiageng, Cui, Hanghang, Zhang, Bin, Li, Tongyang, Zhang, Kaixuan

“…), a Deep Reinforcement Learning (DRL)-based algorithm, namely Twin Delayed Deep Deterministic Policy Gradient (TD3…”
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Novel task decomposed multi-agent twin delayed deep deterministic policy gradient algorithm for multi-UAV autonomous path planning Autor Zhou, Yatong, Kong, Xiaoran, Lin, Kuo-Ping, Liu, Liangyu

“… This study proposed the novel task decomposed multi-agent twin delayed deep deterministic policy gradient (TD-MATD3…”
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Optimal bidding strategy for the price-maker virtual power plant in the day-ahead market based on multi-agent twin delayed deep deterministic policy gradient algorithm Autor Jiang, Yuzheng, Dong, Jun, Huang, Hexiang

“… The multi-agent twin delayed deep deterministic policy gradient (MATD3) algorithm is used to solve the problem of price-maker VPP participation in the day-ahead (DA) market…”
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Optimal demand response based dynamic pricing strategy via Multi-Agent Federated Twin Delayed Deep Deterministic policy gradient algorithm Autor Ma, Haining, Zhang, Huifeng, Tian, Ding, Yue, Dong, Hancke, Gerhard P.

“… Furthermore, an advanced approach based on federated learning and Twin Delayed Deep Deterministic…”
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Study on indoor temperature optimal control of air-conditioning based on Twin Delayed Deep Deterministic policy gradient algorithm Autor Li, Wei, Wu, Hongji, Zhao, Yifan, Jiang, Changwei, Zhang, Jili

“… on thermal comfort and energy consumption of air-conditioning, and the TD3 algorithm is employed as an intelligent control…”
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Real-Time Optimal Power Flow Using Twin Delayed Deep Deterministic Policy Gradient Algorithm Autor Woo, Jong Ha, Wu, Lei, Park, Jong-Bae, Roh, Jae Hyung

“…) and Levenberg-Marquardt backpropagation-based Twin Delayed Deep Deterministic Policy Gradient (TD3…”
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Research on the Motion Control Strategy of a Lower-Limb Exoskeleton Rehabilitation Robot Using the Twin Delayed Deep Deterministic Policy Gradient Algorithm Autor Guo, Yifeng, He, Min, Tong, Xubin, Zhang, Min, Huang, Limin

“… This research designed a motion controller for an LLERR-based on the Twin Delayed Deep Deterministic policy gradient (TD3…”
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Twin Delayed Deep Deterministic Policy Gradient Algorithm for a Heterogeneous Multifactory Remanufacturing Optimization Problem Autor Qi, Liang, Zeng, Qiqi, Liu, Shixin, Wang, Jiacun, Qin, Shujin, Guo, Xiwang

“… This article utilizes the twin delayed deterministic policy gradient algorithm to solve the proposed problem…”
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Twin-Delayed Deep Deterministic Policy Gradient Algorithm to Control a Boost Converter in a DC Microgrid Autor Muktiadji, Rifqi Firmansyah, Ramli, Makbul A. M., Milyani, Ahmad H.

“… In this study, a modified twin-delayed deep deterministic policy gradient (TD3) algorithm is proposed to regulate the output voltage of a boost converter in a DC microgrid…”
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MP-TD3: Multi-Pool Prioritized Experience Replay-Based Asynchronous Twin Delayed Deep Deterministic Policy Gradient Algorithm Autor Tan, Wenwen, Huang, Detian

“… excellent experiences obtained by other agents interacting with the environment. To address the above issue, we propose a Multi-pool Prioritized experience replay-based asynchronous Twin Delayed Deep Deterministic policy gradient algorithm (MP-TD3…”
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An intelligent MIMO run-to-run controller for semiconductor manufacturing processes based on an enhanced twin-delayed deep deterministic policy gradient algorithm: An intelligent MIMO run-to-run controller for semiconductor manufacturing Autor Ma, Zhu, Chen, Yonglin, Pan, Tianhong

“…) with the twin-delayed deep deterministic policy gradient (TD3) algorithm…”
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An intelligent MIMO run-to-run controller for semiconductor manufacturing processes based on an enhanced twin-delayed deep deterministic policy gradient algorithm Autor Ma, Zhu, Chen, Yonglin, Pan, Tianhong

“…) with the twin-delayed deep deterministic policy gradient (TD3) algorithm…”
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Adaptive Active Disturbance Rejection Load Frequency Control for Power System with Renewable Energies Using the Lyapunov Reward-Based Twin Delayed Deep Deterministic Policy Gradient Algorithm Autor Zheng, Yuemin, Tao, Jin, Sun, Qinglin, Sun, Hao, Chen, Zengqiang, Sun, Mingwei

“… Moreover, load disturbances can also affect the stability of frequency deviation. Hence, this paper presents an LFC method that utilizes the Lyapunov reward-based twin delayed deep deterministic policy gradient (LTD3…”
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