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Gabriel de Oliveira Ramos
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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
2242022
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
1202020
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
1172022
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
582022
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
462018
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
452022
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
422020
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
292013
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
282021
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
272021
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
272014
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
232014
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
232014
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
222017
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
172022
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
162021
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
122021
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
122020
Toll-based reinforcement learning for efficient equilibria in route choice
GO Ramos, BC Da Silva, R Rădulescu, ALC Bazzan, A Nowé
The Knowledge Engineering Review 35, 2020
112020
Towards the user equilibrium in traffic assignment using GRASP with path relinking
GO Ramos, ALC Bazzan
Proceedings of the 2015 Annual Conference on Genetic and Evolutionary …, 2015
112015
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Articles 1–20