M. Smyrnakis

Most-cited papers

Distributionally Robust Optimization
Jian Gao, Yi-Da Xu, J. Barreiro-Gomez, Massa Ndong +4 more
2018Optimization Algorithms - Examples233 citations Open access
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Dynamic Opponent Modelling in Fictitious Play
M. Smyrnakis, David S. Leslie
2010Computer/law journal25 citations
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Coordination of control in robot teams using game-theoretic learning
M. Smyrnakis, S. Veres
201414 citations Open access
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Tokamak divertor plasma emulation with machine learning
G. Holt, A. Keats, Stanislas Pamela, M. Kryjak +4 more
2024Nuclear Fusion13 citations Open access
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Sequentially updated Probability Collectives
M. Smyrnakis, David S. Leslie
2009IEEE Conference on Decision and Control12 citations
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Game-Theoretic Learning and Allocations in Robust Dynamic Coalitional Games
M. Smyrnakis, D. Bauso, H. Tembiné
2019SIAM Journal of Control and Optimization10 citations Open access
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Effects of communication and utility-based decision making in a simple model of evacuation
M. Smyrnakis, T. Galla
2012European Physical Journal B : Condensed Matter Physics9 citations Open access
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An evolutionary game perspective on quantised consensus in opinion dynamics
M. Smyrnakis, D. Bauso, Tembine Hamidou
2019PLoS ONE7 citations Open access
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Improving Multi-robot Coordination by Game-Theoretic Learning Algorithms
M. Smyrnakis, Hongyang Qu, S. Veres
2017IEEE International Conference on Tools with Artificial Intelligence7 citations
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Distributed selection of flight formation in UAV missions
M. Smyrnakis, Georgios P. Kladis, J. M. Aitken, S. Veres
20166 citations
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Fictitious play for cooperative action selection in robot teams
M. Smyrnakis, S. Veres
2016Engineering applications of artificial intelligence5 citations Open access
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Multi-model Adaptive Learning for Robots Under Uncertainty
M. Smyrnakis, Hongyang Qu, D. Bauso, S. Veres
2020International Conference on Agents and Artificial Intelligence3 citations Open access
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Path Planning and Task Assignment for Data Retrieval from Wireless Sensor Nodes Relying on Game-Theoretic Learning
Sotiris Papatheodorou, M. Smyrnakis, Tembine Hamidou, A. Tzes
2018International Conference on Control, Decision and Information Technologies3 citations Open access
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City Evacuations: An Interdisciplinary Approach
J. Preston, J. Binner, L. Branicki, T. Galla +4 more
20153 citations
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Adaptive Forgetting Factor Fictitious Play
M. Smyrnakis, David S. Leslie
2011arXiv.org3 citations
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A Novel Approach to Differential Expression Analysis of Co-Occurrence Networks for Small-Sampled Microbiome Data
N. Gadhia, M. Smyrnakis, Po-Yu Liu, D. Blake +5 more
2025IEEE Transactions on Computational Biology and Bioinformatics2 citations Open access
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Empathy in Bimatrix Games
Brian Powers, M. Smyrnakis, H. Tembiné
2017arXiv.org2 citations
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Decentralized Optimisation of Resource Allocation in Disaster Management
M. Smyrnakis, T. Galla
20152 citations
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Game-theoretical approaches to decentralised optimisation
M. Smyrnakis
20112 citations
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Stochastic Fictitious Play using Particle Filters to update the beliefs of opponents strategies
M. Smyrnakis, David S. Leslie
20082 citations
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RNA foundation models enable generalizable endometriosis disease classification and stable gene-level interpretation
Niccolò McConnell, Jennifer Kelly, Ravikanth Tadikonda, Natalia Mulligan +10 more
2026bioRxiv1 citations Open access
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Learning of cooperative behaviour in robot populations
M. Smyrnakis, D. Bauso, P. Trodden, S. Veres
2016European Control Conference1 citations Open access
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Collision Avoidance of Two Autonomous Quadcopters
M. Smyrnakis, J. M. Aitken, S. Veres
2016arXiv.org1 citations
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Stabilizability of Dynamic Coalitional Games with Transferable Utility
M. Smyrnakis, D. Bauso, S. Veres
20161 citations Open access
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Multi-agent learning using Fictitious Play and Extended Kalman Filter
M. Smyrnakis
2013arXiv.org1 citations
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Optimization in Multi-Agent Systems workshop OptMas, 17th International Conference on Autonomous Agents and Multiagent Systems AAMAS 2008
M. Smyrnakis, David S. Leslie
20081 citations
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Structured Gaussian Processes for Uncertainty-Aware Classification of High-Dimensional, Small-Sampled Omics Data
Yue Zhang, N. Gadhia, G. Karagiannis, M. Smyrnakis
2026ACM International Conference on Bioinformatics, Computational Biology and Biomedicine0 citations Open access
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An explainable approach to learning feature representations of omics data using optimal transport to improve phenotype stratification
N. Gadhia, Soumyadip Ghosh, R. Krishna, Anh Nguyen +1 more
2025ACM International Conference on Bioinformatics, Computational Biology and Biomedicine0 citations Open access
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A novel approach to differential expression analysis of co-occurrence networks for small-sampled microbiome data
N. Gadhia, M. Smyrnakis, Po-Yu Liu, D. Blake +5 more
20240 citations
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Featured Cover
Robert Tracey, V. Elisseev, M. Smyrnakis, Ho-Ang Lan +6 more
2023Applied AI Letters0 citations Open access
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Towards bespoke optimizations of energy efficiency in HPC environments
Robert Tracey, V. Elisseev, M. Smyrnakis, Ho-Ang Lan +6 more
2023Applied AI Letters0 citations Open access
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Formulating a method to analyse the differential expression of co-occurrence networks for small-sampled microbiome data
N. Gadhia, M. Smyrnakis, Po-Yu Liu, D. Blake +5 more
2023ACM International Conference on Bioinformatics, Computational Biology and Biomedicine0 citations Open access
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A game theoretic approach to curriculum reinforcement learning
M. Smyrnakis, Ho-Ang Lan
2022IEEE International Conference on Tools with Artificial Intelligence0 citations
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On the Combination of Game-Theoretic Learning and Multi Model Adaptive Filters
M. Smyrnakis, Hongyang Qu, D. Bauso, S. Veres
2020International Conference on Agents and Artificial Intelligence0 citations Open access
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Game theoretic optimal position computation of collaborating agents for visual area coverage
Sotiris Papatheodorou, M. Smyrnakis, Tembine Hamidou, A. Tzes
2018Hellenic Conference on Artificial Intelligence0 citations Open access
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SMCL - Stochastic Model Checker for Learning in Games
Hongyang Qu, M. Smyrnakis, S. Veres
2016arXiv.org0 citations
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Behaviour Analysis of Mixed Game-Theoretic Learning Algorithms
M. Smyrnakis, Hongyang Qu, S. Veres
2015Adaptive Agents and Multi-Agent Systems0 citations
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A Verification Framework for Fictitious Play Based Learning Algorithms
M. Smyrnakis, Hongyang Qu, S. Veres
20150 citations Open access
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Robustness of Fictitious Play in a Resource Allocation Game
M. Smyrnakis
20140 citations
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Convergence of Probability Collectives with Adaptive Choice of Temperature Parameters
M. Smyrnakis, David S. Leslie
2010Learning and Intelligent Optimization0 citations
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