Research on channel estimation based on joint perception and deep enhancement learning in complex communication scenarios by Xin Liu, Shanghong Zhao, Yanxia Liang, Shahid Karim

Subjects: Get full text

Energy Management in Microgrids Using Model-Free Deep Reinforcement Learning Approach by Odia A. Talab, Isa Avci

Subjects: “…DDPG…”
Get full text

Two-Timescale Coordination of Discretely and Continuously Adjustable Devices in ADNs With DRL and Physical Convex Optimization by Jian Zhang, Yigang He

Subjects: Get full text

Digital twin empowered lightweight and efficient blockchain for dynamic internet of vehicles by Haoye Chai, Supeng Leng, Jianhua He, Ke Zhang

Subjects: Get full text

Efficient Hybrid DDPG Task Scheduler for HPC and HTC in Cloud Environment by S. Sudheer Mangalampalli, Ganesh Reddy Karri, Sachi Nandan Mohanty, Shahid Ali, Atif M. Alamri, Salman A. Alqahtani

Subjects: Get full text

Noise-Aware UAV Path Planning in Urban Environment with Reinforcement Learning by Shahin Sarhan, Marco Rinaldi, Stefano Primatesta, Giorgio Guglieri

Subjects: Get full text

Enhancing reinforcement learning controllers with GAN-generated data and transfer learning by Chang Xu, Naoki Hayashi, Masahiro Inuiguchi

Subjects: Get full text

Energy optimization model of multi-energy system considering distributed photovoltaic coordinated carbon reduction by Shi Qiu, Shuo Liu, Guoqiang Lu, Kun Zhang, Yun Teng, Zhe Chen

Subjects: Get full text

PEMFC Thermal Management Control Strategy Based on Dual Deep Deterministic Policy Gradient by Zhi Zhang, Yunde Shen, Kai Ou, Zhuwei Liu, Dongji Xuan

Subjects: Get full text

ERA-MADDPG: An Elastic Routing Algorithm Based on Multi-Agent Deep Deterministic Policy Gradient in SDN by Wanwei Huang, Hongchang Liu, Yingying Li, Linlin Ma

Subjects: “…DDPG…”
Get full text

The investigation of reinforcement learning-based end-to-end decision-making algorithms for autonomous driving on the road with consecutive sharp turns by Tongyang Li, Jiageng Ruan, Kaixuan Zhang

Subjects: Get full text

The innovation path of VR technology integration into music classroom teaching in colleges and universities by Yupeng Han, Lin Han, Chun Zeng, Wei Zhao

Subjects: Get full text

A Comparative Study of Deep Reinforcement Learning Algorithms for Urban Autonomous Driving: Addressing the Geographic and Regulatory Challenges in CARLA by Yechan Park, Woomin Jun, Sungjin Lee

Subjects: Get full text

Moving target recognition and unmanned aerial vehicle following based on deep deterministic policy gradient by LIU Xin, ZHANG Qianfei, LIU Chengyu, GAO Han

Subjects: “…deep deterministic policy gradient (ddpg)…”
Get full text

Two-Stage Separator Level Coupling Control Based on ASFW-DDPG Algorithm by Xiaoyong He, Han Pang, Boying Liu, Yuqing Chen

Subjects: Get full text

DDPG-Based UAV-RIS Framework for Optimizing Mobility in Future Wireless Communication Networks by Yasir Ullah, Idris Olalekan Adeoye, Mardeni Roslee, Mohd Azmi Ismail, Farman Ali, Shabeer Ahmad, Anwar Faizd Osman, Fatimah Zaharah Ali

Subjects: “…DDPG…”
Get full text

Energy efficient control of indoor environments under time-varying multi-parameter uncertainty by Jianhao ZHAO, Hua SONG, Xinyuan NAN, Xin CAI

Subjects: “…environmental quality monitoring and assessment; reinforcement learn; ddpg; per; energy saving control…”
Get full text

A Deep Reinforcement Learning Framework for Adaptive Resiliency Enhancement in Smart Power Grids by Boyu Wang, Aliasghar Baziar, Mohammad Reza Askari

Subjects: Get full text

Resource Adaptive Automated Task Scheduling Using Deep Deterministic Policy Gradient in Fog Computing by Prashanth Choppara, S. Sudheer Mangalampalli

Subjects: “…deep deterministic policy gradient (DDPG)…”
Get full text

Deep reinforcement learning enhanced PID control for hydraulic servo systems in injection molding machines by Xiaoxi Hao, Zengmiao Xin, Weizhuo Huang, Sicheng Wan, Guangfan Qiu, Tianlei Wang, Zhu Wang

Subjects: “…DDPG…”
Get full text