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

Control Method for PEMFC Using Improved Deep Deterministic Policy Gradient Algorithm

in Smart Grids

• Jiawen Li
• Yaping Li
• Tao Yu

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

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

Large-scale deep reinforcement learning method for energy management of power supply units considering regulation mileage payment

in Process and Energy Systems Engineering

• Ting Qian
• Cheng Yang

Adaptive emergency response and dynamic crowd navigation for mobile robot using deep reinforcement learning

in Industrial Robotics and Automation

• Anusha Alexander
• V. N. Suchir Vangaveeti
• Kalaichelvi Venkatesan
• Jinane Mounsef
• Karthikeyan Ramanujam

Multi-objective optimal scheduling of charging stations based on deep reinforcement learning

in Smart Grids

• Feifei Cui
• Xixiang Lin
• Ruining Zhang
• Qingyu Yang

Deep Reinforcement Learning Algorithms for Multiple Arc-Welding Robots

in Nonlinear Control

• Lei-Xin Xu
• Yang-Yang Chen

Data-Driven Control for Proton Exchange Membrane Fuel Cells: Method and Application

in Smart Grids

• Jiawen Li
• Kedong Zhu
• Tao Yu

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

Temperature Control of Proton Exchange Membrane Fuel Cell Based on Machine Learning

in Smart Grids

• Jiawen Li
• Yaping Li
• Tao Yu

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

A Modified Long Short-Term Memory-Deep Deterministic Policy Gradient-Based Scheduling Method for Active Distribution Networks

in Smart Grids

• Zhong Chen
• Ruisheng Wang
• Kehui Sun
• Tian Zhang
• Puliang Du
• Qi Zhao

Intelligent maneuver decision-making for UAVs using the TD3–LSTM reinforcement learning algorithm under uncertain information

in Computational Intelligence in Robotics

• Tongle Zhou
• Ziyi Liu
• Wenxiao Jin 
• Zengliang Han

Reinforcement learning in electric vehicle energy management: a comprehensive open-access review of methods, challenges, and future innovations

in Transportation Electrification

• Georginio Ananganó-Alvarado
• Ignacio Umaña-Morel
• Brian Keith-Norambuena

Embodied intelligence for drumming; a reinforcement learning approach to drumming robots

in Human-Robot Interaction

• Seyed Mojtaba Karbasi
• Alexander Refsum Jensenius
• Rolf Inge Godøy
• Jim Torresen

Prioritized experience replay in path planning via multi-dimensional transition priority fusion

• Nuo Cheng
• Peng Wang
• Guangyuan Zhang
• Cui Ni
• Erkin Nematov