A Reinforcement-Learning Approach to Power Management

We describe an adaptive, mid-level approach to the wireless device power management problem. Our approach is based on reinforcement learning, a machine learning framework for autonomous agents. We describe how our framework can be applied to the power management problem in both infrastructure a...

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Bibliographic Details
Main Author: Steinbach, Carl
Language:en_US
Published: 2004
Subjects:
Online Access:http://hdl.handle.net/1721.1/7093