Gabriel de Oliveira Ramos

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Citations	1568	1476
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i10-index	25	23

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Cristiano André da CostaUniversidade do Vale do Rio dos Sinos - UnisinosVerified email at unisinos.br
Rodrigo da Rosa RighiUnisinosVerified email at unisinos.br
Ana BazzanUFRGSVerified email at inf.ufrgs.br
Felipe André ZeiserUniversidade do Vale do Rio dos Sinos - UnisinosVerified email at edu.unisinos.br
Sandro José RigoProfessor de Ciência da Computação, UNISINOSVerified email at unisinos.br
Roxana RădulescuIntelligent Systems, Utrecht UniversityVerified email at uu.nl
Patrick MannionLecturer Above the Bar / Assistant Professor in Computer Science, University of GalwayVerified email at universityofgalway.ie
Peter VamplewProfessor, Information Technology, Federation University AustraliaVerified email at federation.edu.au
Diederik M. RoijersSenior Researcher @ Vrije Universiteit Brussel & Business Developer @ City of AmsterdamVerified email at ai.vub.ac.be
Conor F. HayesLawrence Livermore National LabVerified email at llnl.gov
Richard DazeleyProfessor of Artificial Intelligence and Machine Learning, School of Information Technology, DeakinVerified email at deakin.edu.au
Johan KällströmResearch Scientist and Technical Fellow in Simulation-Based Training, Saab AeronauticsVerified email at saabgroup.com
Nowe AnnGewoon hoogleraarVerified email at vub.be
Fredrik HeintzProfessor of Computer Science, Linköping UniversityVerified email at liu.se
Bruna DonidaGerente de Ensino e Pesquisa do Grupo Hospitalar ConceiçãoVerified email at ghc.com.br
Juliana Nichterwitz SchererUniversidade do Vale do Rio dos SinosVerified email at unisinos.br
Enda HowleyHead of School of Computer Science, University of GalwayVerified email at nuigalway.ie
Rodolfo Stoffel AntunesUniversidade do Vale do Rio dos Sinos (UNISINOS)Verified email at unisinos.br
Jorge BarbosaUniversity of Vale do Rio dos Sinos (UNISINOS)Verified email at unisinos.br
Eugenio BargiacchiVrije Universiteit BrusselVerified email at ai.vub.ac.be

Gabriel de Oliveira Ramos

Other namesGabriel Ramos, Gabriel de O Ramos

Universidade do Vale do Rio dos Sinos

Verified email at unisinos.br - Homepage

Artificial Intelligence Multiagent Systems Reinforcement Learning Machine Learning Algorithmic Game Theory


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A practical guide to multi-objective reinforcement learning and planning CF Hayes, R Rădulescu, E Bargiacchi, J Källström, M Macfarlane, ... Autonomous Agents and Multi-Agent Systems 36 (1), 26, 2022	439	2022
A survey on decision-making based on system reliability in the context of Industry 4.0 MLH Souza, CA da Costa, G de Oliveira Ramos, R da Rosa Righi Journal of Manufacturing Systems 56, 133-156, 2020	147	2020
First and second COVID-19 waves in Brazil: A cross-sectional study of patients’ characteristics related to hospitalization and in-hospital mortality FA Zeiser, B Donida, CA da Costa, G de Oliveira Ramos, JN Scherer, ... The Lancet Regional Health–Americas 6, 2022	146	2022
Scalar reward is not enough: A response to silver, singh, precup and sutton (2021) P Vamplew, BJ Smith, J Källström, G Ramos, R Rădulescu, DM Roijers, ... Autonomous Agents and Multi-Agent Systems 36 (2), 41, 2022	93	2022
A predictive maintenance model for optimizing production schedule using deep neural networks T Zonta, CA da Costa, FA Zeiser, G de Oliveira Ramos, R Kunst, ... Journal of Manufacturing Systems 62, 450-462, 2022	83	2022
ElHealth: Using Internet of Things and data prediction for elastic management of human resources in smart hospitals GS Fischer, R da Rosa Righi, G de Oliveira Ramos, CA da Costa, ... Engineering Applications of Artificial Intelligence 87, 103285, 2020	60	2020
Analysing the impact of travel information for minimising the regret of route choice GO Ramos, ALC Bazzan, BC da Silva Transportation Research Part C: Emerging Technologies 88, 257-271, 2018	52	2018
DeepBatch: A hybrid deep learning model for interpretable diagnosis of breast cancer in whole-slide images FA Zeiser, CA da Costa, G de Oliveira Ramos, HC Bohn, I Santos, ... Expert Systems with Applications 185, 115586, 2021	39	2021
A systematic mapping study of robotics in human care NB Santos, RS Bavaresco, JER Tavares, GO Ramos, JLV Barbosa Robotics and Autonomous Systems 144, 103833, 2021	37	2021
A rapid review of machine learning approaches for telemedicine in the scope of COVID-19 LC Schünke, B Mello, CA da Costa, RS Antunes, SJ Rigo, ... Artificial Intelligence in Medicine 129, 102312, 2022	34	2022
Individual Versus Difference Rewards on Reinforcement Learning for Route Choice R Grunitzki, GO Ramos, ALC Bazzan Proceedings of the 2014 Brazilian Conference on Intelligent Systems (BRACIS 14), 2014	34	2014
Self-adapting coalition formation among electric vehicles in smart grids GO Ramos, JCB Rial, ALC Bazzan 2013 IEEE 7th international conference on self-adaptive and self-organizing …, 2013	29	2013
A machine-learning based data-oriented pipeline for Prognosis and Health Management Systems MLH Souza, CA da Costa, G de Oliveira Ramos Computers in Industry 148, 103903, 2023	26	2023
An improved learning automata approach for the route choice problem G De O. Ramos, R Grunitzki Workshop on Agents, Virtual Societies and Analytics, 56-67, 2014	25	2014
Learning to minimise regret in route choice GO Ramos, BC da Silva, ALC Bazzan Proceedings of the 16th Conference on Autonomous Agents and MultiAgent …, 2017	23	2017
A feature identification method to explain anomalies in condition monitoring MLH Souza, CA da Costa, G de Oliveira Ramos, R da Rosa Righi Computers in Industry 133, 103528, 2021	22	2021
First and second COVID-19 waves in Brazil: A crosssectional study of patients’ characteristics related to hospitalization and in-hospital mortality. Lancet Reg Health Am. 2022 … FA Zeiser, B Donida, CA da Costa, GO Ramos, JN Scherer, NT Barcellos	19	2021
Dynamic constrained coalition formation among electric vehicles G de O Ramos, JC Burguillo, ALC Bazzan Journal of the Brazilian Computer Society 20, 1-15, 2014	19	2014
Prediction of harvest time of apple trees: An RNN-based approach T Boechel, LM Policarpo, GO Ramos, R da Rosa Righi, D Singh Algorithms 15 (3), 95, 2022	15	2022
Toll-based learning for minimising congestion under heterogeneous preferences GO Ramos, R Rădulescu, A Nowé, AR Tavares Proceedings of the 19th International Conference on Autonomous Agents and …, 2020	15	2020

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