Model-Free Control in Wireless Cyber–Physical System With Communication Latency: A DRL Method With Improved Experience Replay

From Artificial Intelligence to eXplainable Artificial Intelligence in Industry 4.0: A survey on What, How, and Where

(2022) Imran Ahmed et al.   IEEE Transactions on Industrial Informatics

Multiagent DDPG-Based Joint Task Partitioning and Power Control in Fog Computing Networks

(2021) Zhipeng Cheng et al.   IEEE Internet of Things Journal

Composite Experience Replay-Based Deep Reinforcement Learning With Application in Wind Farm Control

(2021) Hongyang Dong et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

DDPG-Based Adaptive Robust Tracking Control for Aerial Manipulators With Decoupling Approach

(2021) Yen-Chen Liu et al.   IEEE Transactions on Cybernetics

Real-Time Remote Estimation With Hybrid ARQ in Wireless Networked Control

(2020) Kang Huang et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Host–Parasite: Graph LSTM-in-LSTM for Group Activity Recognition

(2020) Xiangbo Shu et al.   IEEE Transactions on Neural Networks and Learning Systems

Asynchronous Episodic Deep Deterministic Policy Gradient: Toward Continuous Control in Computationally Complex Environments

(2020) Zhizheng Zhang et al.   IEEE Transactions on Cybernetics

Fast Simulation of Vehicular Channels Using Finite-State Markov Models

(2019) Siyu Lin et al.   IEEE Wireless Communications Letters

Optimal Downlink–Uplink Scheduling of Wireless Networked Control for Industrial IoT

(2019) Kang Huang et al.   IEEE Internet of Things Journal

Wireless Network Design for Control Systems: A Survey

(2018) Pangun Park et al.   IEEE Communications Surveys and Tutorials

Stabilizing Stochastic Predictive Control Under Bernoulli Dropouts

(2018) Prabhat K. Mishra et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

Neural Network Control of a Two-Link Flexible Robotic Manipulator Using Assumed Mode Method

(2018) Hejia Gao et al.   IEEE Transactions on Industrial Informatics

Learning-Based Energy-Efficient Data Collection by Unmanned Vehicles in Smart Cities

(2018) Bo Zhang et al.   IEEE Transactions on Industrial Informatics

Adaptive Q-Learning for Data-Based Optimal Output Regulation With Experience Replay

(2018) Biao Luo et al.   IEEE Transactions on Cybernetics

On the Trade-Off Between Communication and Control Cost in Event-Triggered Dead-Beat Control

(2017) Burak Demirel et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

Neural-Learning-Based Telerobot Control With Guaranteed Performance

(2017) Chenguang Yang et al.   IEEE Transactions on Cybernetics

Human-level control through deep reinforcement learning

(2015) Volodymyr Mnih et al.   NATURE

Actor–Critic-Based Optimal Tracking for Partially Unknown Nonlinear Discrete-Time Systems

(2015) Bahare Kiumarsi et al.   IEEE Transactions on Neural Networks and Learning Systems

Internet of Things for Smart Cities

(2014) Andrea Zanella et al.   IEEE Internet of Things Journal