Articles

Deep deterministic policy gradient and graph convolutional network for bracing direction optimization of grid shells

in Computational Methods in Structural Engineering

• Chi-tathon Kupwiwat
• Kazuki Hayashi
• Makoto Ohsaki

Deep reinforcement learning and robust SLAM based robotic control algorithm for self-driving path optimization

• Samiullah Khan
• Ashfaq Niaz
• Dou Yinke
• Muhammad Usman Shoukat
• Saqib Ali Nawaz

Deep Reinforcement Learning-Based Optimization for RIS-Based UAV-NOMA Downlink Networks (Invited Paper)

in Signal Processing for Communications

• Shiyu Jiao
• Ximing Xie
• Zhiguo Ding

An enhanced deep deterministic policy gradient algorithm for intelligent control of robotic arms

• Ruyi Dong
• Junjie Du
• Yanan Liu
• Ali Asghar Heidari
• Huiling Chen

Pursuit and Evasion Strategy of a Differential Game Based on Deep Reinforcement Learning

in Bionics and Biomimetics

• Can Xu
• Yin Zhang
• Weigang Wang
• Ligang Dong

Coordinated control strategy of grid-forming converter based on passive control and deep reinforcement learning

in Smart Grids

• Zhen Huang
• Kaiyuan Hou
• Deming Xia
• Kefei Wang
• Chengzhe Liu
• Xuerui Yang

Optimal scheduling for charging and discharging of electric vehicles based on deep reinforcement learning

in Energy Efficiency

• Dou An
• Feifei Cui
• Xun Kang

Deep reinforcement learning for real-time economic energy management of microgrid system considering uncertainties

in Smart Grids

• Ding Liu
• Chuanzhi Zang
• Peng Zeng
• Wanting Li
• Xin Wang
• Yuqi Liu
• Shuqing Xu

Solving robotics tasks with prior demonstration via exploration-efficient deep reinforcement learning

in Robot Learning and Evolution

• Chengyandan Shen
• Christoffer Sloth

Motion planning framework based on dual-agent DDPG method for dual-arm robots guided by human joint angle constraints

• Keyao Liang
• Fusheng Zha
• Wei Guo
• Shengkai Liu
• Pengfei Wang
• Lining Sun

Water level control of nuclear steam generators using intelligent hierarchical autonomous controller

in Nuclear Energy

• Binsen Peng
• Xintong Ma
• Hong Xia

Deep Reinforcement Learning Based Resource Allocation Strategy in Cloud-Edge Computing System

in Bionics and Biomimetics

• Jianqiao Xu
• Zhuohan Xu
• Bing Shi

Software-in-the-Loop Combined Reinforcement Learning Method for Dynamic Response Analysis of FOWTs

in Solutions for Ocean and Coastal Systems

• Peng Chen
• Jiahao Chen
• Zhiqiang Hu

Health state prediction with reinforcement learning for predictive maintenance

in AI in Business

• Anastasis Aglogallos
• Alexandros Bousdekis
• Stefanos Kontos
• Gregoris Mentzas