Using reinforcement learning to facilitate dynamic resource allocation

• 1. 具有动态资源分配机制和多个连接的使用者设备和基地台 [P] . 中国专利： CN104581955B . 2019.06.14
• 2. 具有动态资源分配机制和多个连接的使用者设备和基地台 [P] . 中国专利： CN104581955A . 2015-04-29
• 3. DYNAMIC ALLOCATION AND RE-ALLOCATION OF LEARNING MODEL COMPUTING RESOURCES [P] . US2021286650A1 . 2021-09-16

  机译： 动态分配和重新分配学习模型计算资源

• 4. DYNAMIC ALLOCATION AND RE-ALLOCATION OF LEARNING MODEL COMPUTING RESOURCES [P] . WO2021183954A1 . 2021-09-16

  机译： 动态分配和重新分配学习模型计算资源

• 5. Method and device for attention-driven resource allocation by using reinforcement learning and V2X communication to thereby achieve safety of autonomous driving [P] . US11010668B2 . 2021-05-18

  机译： 通过使用增强学习和V2X通信来实现关注驱动资源分配的方法和装置，从而实现自动驾驶的安全性

• 1. Continuous Action Reinforcement Learning for Control-Affine Systems with Unknown Dynamics [J] . Aleksandra Faust, Peter Ruymgaart, Molly Salman, 自动化学报：英文版 . 2014,第003期
• 2. Continuous Action Reinforcement Learning for Control-Affine Systems with Unknown Dynamics [J] . Aleksandra Faust, Peter Ruymgaart, Molly Salman, 自动化学报（英文版） . 2014,第003期
• 3. Reinforcement Learning Enabled Dynamic Resource Allocation in the Internet of Vehicles [J] . Liang Hongbin, Zhang Xiaohui, Hong Xintao, IEEE transactions on industrial informatics . 2021,第7期
• 4. Dynamic resource allocation during reinforcement learning accounts for ramping and phasic dopamine activity [J] . Neural Networks: The Official Journal of the International Neural Network Society . 2020,第期
• 5. Dynamic Resource Allocation with Integrated Reinforcement Learning for a D2D-Enabled LTE-A Network with Access to Unlicensed Band [J] . Asheralieva Alia, Miyanaga Yoshikazu Mobile Information Systems . 2016,第PTa6期
• 6. Dynamic Resources Allocation among Collocated Applications via Reinforcement Learning [C] . Shaowen Li, Gen Li, Hiroyuki Sato International Conference on Cloud Computing and Big Data Analytics . 2021
• 7. A Reinforcement Learning-based Framework for Resource Allocation and Task Assignment in Mobile Edge Computing Networks [D] . Hsieh, Li-Tse. 2021
• 8. A Graph Convolutional Network-Based Deep Reinforcement Learning Approach for Resource Allocation in a Cognitive Radio Network [O] . Di Zhao, Hao Qin, Bin Song, 2020
• 9. Dynamic Resource Allocation with Integrated Reinforcement Learning for a D2D-Enabled LTE-A Network with Access to Unlicensed Band [O] . Alia Asheralieva, Yoshikazu Miyanaga 2016

• 1. Multi-Objective Deep Reinforcement Learning Based Time-Frequency Resource Allocation for Multi-Beam Satellite Communications [J] . Yuanzhi He ,Biao Sheng ,Hao Yin . 中国通信:英文版 . 2022,第1期
• 2. Multi-Agent Reinforcement Learning for Resource Allocation in IoT Networks with Edge Computing [J] . Xiaolan Liu ,Jiadong Yu ,Zhiyong Feng . 中国通信 . 2020,第009期
• 3. Resource Allocation and Power Control Policy for Device-to-Device Communication Using Multi-Agent Reinforcement Learning [J] . Yifei Wei ,Yinxiang Qu ,Min Zhao . 计算机、材料和连续体(英文) . 2020,第6期
• 4. 大学生使用文献数据库中的强化学习行为实验分析 [C] . 白晨 ,李丹丹 . 第十届海峡两岸图书资讯学学术研讨会 . 2010
• 5. 促进学生个人写作主题开发的高中英语教师写作动机策略使用行动研究 [A] . 兰晓英 . 2020