Toward Enhanced Reinforcement Learning-Based Resource Management via
Digital Twin: Opportunities, Applications, and Challenges

Toward Enhanced Reinforcement Learning-Based Resource Management via Digital Twin: Opportunities, Applications, and Challenges

12 June 2024

Xuemin Shen

Papers citing "Toward Enhanced Reinforcement Learning-Based Resource Management via Digital Twin: Opportunities, Applications, and Challenges"

4 / 4 papers shown

Title
Synergizing AI and Digital Twins for Next-Generation Network Optimization, Forecasting, and Security Zifan Zhang Minghong Fang Dianwei Chen X. Yang Yuchen Liu 38 0 0 08 Mar 2025
Provable Performance Bounds for Digital Twin-driven Deep Reinforcement Learning in Wireless Networks: A Novel Digital-Twin Bisimulation Metric Zhenyu Tao Wei Xu Xiaohu You OffRL 59 0 0 25 Feb 2025
Trapezoidal Gradient Descent for Effective Reinforcement Learning in Spiking Networks Yuhao Pan Xiucheng Wang Nan Cheng Qi Qiu 20 0 0 19 Jun 2024
Constructing and Evaluating Digital Twins: An Intelligent Framework for DT Development Longfei Ma Nan Cheng Xiucheng Wang Jiong Chen Yinjun Gao Dongxiao Zhang Jun-Jie Zhang 15 1 0 19 Jun 2024