activity
20162023
most citedDynamic channel selection in wireless communications via a multi-armed bandit algorithm using laser chaos time series

56 citations · 123 across the 22 of their papers we have counts for

collaborators

22 papers

quant-ph2023

Asymmetric quantum decision-making

Honoka Shiratori, Hiroaki Shinkawa, André Röhm +7

Collective decision-making is crucial to information and communication systems. Decision conflicts among agents hinder the maximization of potential utilities of the entire system.…

cs.AI2022

Bandit approach to conflict-free multi-agent Q-learning in view of photonic implementation

Hiroaki Shinkawa, Nicolas Chauvet, André Röhm +4

Recently, extensive studies on photonic reinforcement learning to accelerate the process of calculation by exploiting the physical nature of light have been conducted. Previous stu…

quant-ph2022★ 7 cited

Conflict-free joint sampling for preference satisfaction through quantum interference

Hiroaki Shinkawa, Nicolas Chauvet, André Röhm +4

Collective decision-making is vital for recent information and communications technologies. In our previous research, we mathematically derived conflict-free joint decision-making…

physics.optics2022★ 4 cited

Analysis of temporal structure of laser chaos by Allan variance

Naoki Asuke, Nicolas Chauvet, André Röhm +6

Allan variance has been widely utilized in evaluating the stability of the time series generated by atomic clocks and lasers, in time regimes ranging from short to extremely long.…

cs.NI2022★ 2 cited

Experimental Demonstration of Delay-Bounded Wireless Network Based on Precise Time Synchronization

Haruaki Tanaka, Yusuke Yamasaki, Satoshi Yasuda +5

Low latency and reliable information transfer are highly demanded in fifth generation (5G) and beyond 5G wireless communications. A novel delay-bounded wireless media access contro…

cs.ET2022

Parallel bandit architecture based on laser chaos for reinforcement learning

Takashi Urushibara, Nicolas Chauvet, Satoshi Kochi +5

Accelerating artificial intelligence by photonics is an active field of study aiming to exploit the unique properties of photons. Reinforcement learning is an important branch of m…

econ.TH2022★ 2 cited

Optimal preference satisfaction for conflict-free joint decisions

Hiroaki Shinkawa, Nicolas Chauvet, Guillaume Bachelier +3

We all have preferences when multiple choices are available. If we insist on satisfying our preferences only, we may suffer a loss due to conflicts with other people's identical se…

cs.LG2022

Theory of Acceleration of Decision Making by Correlated Time Sequences

Norihiro Okada, Tomoki Yamagami, Nicolas Chauvet +3

Photonic accelerators have been intensively studied to provide enhanced information processing capability to benefit from the unique attributes of physical processes. Recently, it…

cs.DS2022

Efficient Pairing in Unknown Environments: Minimal Observations and TSP-based Optimization

Naoki Fujita, Nicolas Chauvet, Andre Roehm +4

Generating paired sequences with maximal compatibility from a given set is one of the most important challenges in various applications, including information and communication tec…

math-ph2022★ 2 cited

Directivity of quantum walk via its random walk replica

Tomoki Yamagami, Etsuo Segawa, Nicolas Chauvet +3

Quantum walks (QWs) exhibit different properties compared with classical random walks (RWs), most notably by linear spreading and localization. In the meantime, random walks that r…

physics.optics2021★ 1 cited

Order recognition by Schubert polynomials generated by optical near-field statistics via nanometre-scale photochromism

Kazuharu Uchiyama, Sota Nakajima, Hirotsugu Suzui +6

We have previously observed an irregular spatial distribution of photon transmission through a photochromic crystal photoisomerized by a local optical near-field excitation, manife…

quant-ph2021

Conflict-free collective stochastic decision making by orbital angular momentum of photons through quantum interference

Takashi Amakasu, Nicolas Chauvet, Guillaume Bachelier +3

In recent cross-disciplinary studies involving both optics and computing, single-photon-based decision-making has been demonstrated by utilizing the wave-particle duality of light…

quant-ph2020

Entangled and correlated photon mixed strategy for social decision making

Shion Maeda, Nicolas Chauvet, Hayato Saigo +4

Collective decision making is important for maximizing total benefits while preserving equality among individuals in the competitive multi-armed bandit (CMAB) problem, wherein mult…

quant-ph2020★ 1 cited

Entangled N-photon states for fair and optimal social decision making

Nicolas Chauvet, Guillaume Bachelier, Serge Huant +3

Situations involving competition for resources among entities can be modeled by the competitive multi-armed bandit (CMAB) problem, which relates to social issues such as maximizing…

eess.SP2020

Arm order recognition in multi-armed bandit problem with laser chaos time series

Naoki Narisawa, Nicolas Chauvet, Mikio Hasegawa +1

By exploiting ultrafast and irregular time series generated by lasers with delayed feedback, we have previously demonstrated a scalable algorithm to solve multi-armed bandit (MAB)…

cs.NI2020

Information transfer based on precision time synchronization via wireless interferometry

Daijiro Koyama, Yunzhuo Wang, Nobuyasu Shiga +3

The growing demand of high-bandwidth and low-latency information transfer in information and communication technologies such as data centres and in-vehicle networks has increased t…

physics.optics2019★ 15 cited

Hybrid KTP-plasmonic nanostructures for enhanced nonlinear optics at the nanoscale

Nicolas Chauvet, Maeliss Ethis de Corny, Mathieu Jeannin +6

The search for miniaturized components for nonlinear optical processes needs a way to overcome the efficiency loss due to the effective size reduction of the active medium. We inve…

eess.SP2019★ 56 cited

Dynamic channel selection in wireless communications via a multi-armed bandit algorithm using laser chaos time series

Shungo Takeuchi, Mikio Hasegawa, Kazutaka Kanno +3

Dynamic channel selection is among the most important wireless communication elements in dynamically changing electromagnetic environments wherein a user can experience improved co…

cs.LG2019★ 3 cited

Generative adversarial network based on chaotic time series

Makoto Naruse, Takashi Matsubara, Nicolas Chauvet +3

Generative adversarial network (GAN) is gaining increased importance in artificially constructing natural images and related functionalities wherein two networks called generator a…

physics.optics2018

Photon-pair production at the nanoscale with hybrid nonlinear/plasmonic antennas

Guillaume Laurent, Nicolas Chauvet, Gilles Nogues +2

Integration of photon pairs nanosources is a major challenge for quantum technology. In this context, we develop a formalism for the investigation of Spontaneous Parametric Down Co…

physics.optics2018★ 22 cited

Entangled-photon decision maker

Nicolas Chauvet, David Jegouso, Benoît Boulanger +7

The competitive multi-armed bandit (CMAB) problem is related to social issues such as maximizing total social benefits while preserving equality among individuals by overcoming con…

math.DG2016★ 8 cited

The Constant Width Measure Set, the Spherical Measure Set and isoperimetric equalities for planar ovals

M. Zwierzyński

In this paper we introduce the Constant Width Measure Set, which measures the constant width property of an oval, i.e. the planar simple closed strictly convex curve. We study its…