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07/28/2023
Conflict-free joint decision by lag and zero-lag synchronization in laser network
With the end of Moore's Law and the increasing demand for computing, pho...
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05/03/2023
Asymmetric quantum decision-making
Collective decision-making is crucial to information and communication s...
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04/20/2023
Bandit Algorithm Driven by a Classical Random Walk and a Quantum Walk
Quantum walks (QWs) have the property that classical random walks (RWs) ...
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12/20/2022
Bandit approach to conflict-free multi-agent Q-learning in view of photonic implementation
Recently, extensive studies on photonic reinforcement learning to accele...
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11/03/2022
Pairing optimization via statistics: Algebraic structure in pairing problems and its application to performance enhancement
Fully pairing all elements of a set while attempting to maximize the tot...
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10/12/2022
Parallel photonic accelerator for decision making using optical spatiotemporal chaos
Photonic accelerators have attracted increasing attention in artificial ...
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08/05/2022
Conflict-free joint sampling for preference satisfaction through quantum interference
Collective decision-making is vital for recent information and communica...
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06/20/2022
Experimental Demonstration of Delay-Bounded Wireless Network Based on Precise Time Synchronization
Low latency and reliable information transfer are highly demanded in 5G ...
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05/19/2022
Parallel bandit architecture based on laser chaos for reinforcement learning
Accelerating artificial intelligence by photonics is an active field of ...
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05/12/2022
Controlling chaotic itinerancy in laser dynamics for reinforcement learning
Photonic artificial intelligence has attracted considerable interest in ...
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05/02/2022
Optimal preference satisfaction for conflict-free joint decisions
We all have preferences when multiple choices are available. If we insis...
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03/30/2022
Theory of Acceleration of Decision Making by Correlated Times Sequences
Photonic accelerators have been intensively studied to provide enhanced ...
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03/23/2022
Efficient Pairing in Unknown Environments: Minimal Observations and TSP-based Optimization
Generating paired sequences with maximal compatibility from a given set ...
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07/02/2021
Conflict-free collective stochastic decision making by orbital angular momentum entangled photons
In recent cross-disciplinary studies involving both optics and computing...
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05/26/2020
Arm order recognition in multi-armed bandit problem with laser chaos time series
By exploiting ultrafast and irregular time series generated by lasers wi...
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05/26/2020
Information transfer based on precision time synchronization via wireless interferometry
The growing demand of high-bandwidth and low-latency information transfe...
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04/27/2020
Adaptive model selection in photonic reservoir computing by reinforcement learning
Photonic reservoir computing is an emergent technology toward beyond-Neu...
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07/29/2019
Lotka-Volterra competition mechanism embedded in a decision-making method
Decision making is a fundamental capability of living organisms, and has...
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05/24/2019
Generative adversarial network based on chaotic time series
Generative adversarial network (GAN) is gaining increased importance in ...
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05/16/2018
Category theory as a foundation for soft robotics
Soft robotics is an emerging field of research where the robot body is c...
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04/12/2018
Local reservoir model for choice-based learning
Decision making based on behavioral and neural observations of living sy...
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04/12/2018
Entangled photons for competitive multi-armed bandit problem: achievement of maximum social reward, equality, and deception prevention
The competitive multi-armed bandit (CMAB) problem is related to social i...
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03/26/2018
Scalable photonic reinforcement learning by time-division multiplexing of laser chaos
Reinforcement learning involves decision making in dynamic and uncertain...
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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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02/01/2017
Inkjet printing-based volumetric display projecting multiple full-colour 2D patterns
In this study, a method to construct a full-colour volumetric display is...
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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
