Dynamic Job-shop Scheduling in Smart Manufacturing using Deep Reinforcement Learning

Dynamic Beam Hopping Method Based on Multi-Objective Deep Reinforcement Learning for Next Generation Satellite Broadband Systems

(2020) Xin Hu et al.   IEEE TRANSACTIONS ON BROADCASTING

Multi-Agent Deep Reinforcement Learning-Based Flexible Satellite Payload for Mobile Terminals

(2020) Xin Hu et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Fast Adaptive Task Offloading in Edge Computing Based on Meta Reinforcement Learning

(2020) Jin Wang et al.   IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

Deep Reinforcement Learning based Beam Hopping Algorithm in Multibeam Satellite Systems

(2019) Shuaijun Liu et al.   IET Communications

Online Vehicle Routing With Neural Combinatorial Optimization and Deep Reinforcement Learning

(2019) James J. Q. Yu et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Towards Accurate Prediction for High-Dimensional and Highly-Variable Cloud Workloads with Deep Learning

(2019) Zheyi Chen et al.   IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

A Deep Reinforcement Learning based Framework for Dynamic Resource Allocation in Multibeam Satellite Systems

(2018) Xin Hu et al.   IEEE COMMUNICATIONS LETTERS

Deep Reinforcement Learning Based Dynamic Channel Allocation Algorithm in Multibeam Satellite Systems

(2018) Shuaijun Liu et al.   IEEE Access