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08/03/2022
A Lightweight Transmission Parameter Selection Scheme Using Reinforcement Learning for LoRaWAN
The number of IoT devices is predicted to reach 125 billion by 2023. The...
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08/19/2021
Resource allocation method using tug-of-war-based synchronization
We propose a simple channel-allocation method based on tug-of-war (TOW) ...
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01/27/2021
A Balance for Fairness: Fair Distribution Utilising Physics in Games of Characteristic Function Form
In chaotic modern society, there is an increasing demand for the realiza...
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04/14/2017
Ultrafast photonic reinforcement learning based on laser chaos
Reinforcement learning involves decision making in dynamic and uncertain...
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02/26/2016
Category theoretic foundation of single-photon-based decision making
Decision making is a vital function in the age of machine learning and a...
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04/14/2015
Harnessing Natural Fluctuations: Analogue Computer for Efficient Socially Maximal Decision Making
Each individual handles many tasks of finding the most profitable option...
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02/13/2015
Decision Maker using Coupled Incompressible-Fluid Cylinders
The multi-armed bandit problem (MBP) is the problem of finding, as accur...
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10/30/2014