Browsing Colleges and Schools by Subject "Q-learning"
Now showing items 1-4 of 4
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A Reinforcement Learning Approach to Self-Configuring Edge Wireless Networks
(2019-01-15)Wireless Internet access has brought legions of heterogeneous applications all sharing the same resources. However, current wireless edge networks that cater to worst or average case performance lack the agility to best ... -
Optimal Bandwidth Allocation and Control for Networked Control Systems with Disturbance and Noise
(2019-07-15)A networked control system (NCS) is an interconnected control system in which sensors, actuators, and controllers communicate with each other through a shared network. Although NCSs are beneficial thanks to easy maintenance, ... -
Reinforcement Learning Based Controller For Precision Irrigation
(2015-08-21)Water is a major contributing factor for plant growth and development. Agricultural water management is a major concern for agriculturists, as fresh water resources are being depleted and research in the area of water ... -
Reinforcement Learning Control with Approximation of Time-Dependent Agent Dynamics
(2013-04-30)Reinforcement Learning has received a lot of attention over the years for systems ranging from static game playing to dynamic system control. Using Reinforcement Learning for control of dynamical systems provides the benefit ...