| 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 | 258 | 2022 |
| 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 | 126 | 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 | 125 | 2020 |
| 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 | 59 | 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 | 54 | 2022 |
| 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 | 46 | 2018 |
| 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 | 45 | 2020 |
| 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 | 32 | 2021 |
| 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 | 30 | 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 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 | 27 | 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 | 23 | 2014 |
| 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 | 23 | 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 | 22 | 2017 |
| 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 | 20 | 2022 |
| 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 | 18 | 2021 |
| 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 | 16 | 2021 |
| 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 | 13 | 2023 |
| 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 | 13 | 2020 |
| 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 | 12 | 2020 |
Cristiano André da CostaUniversidade do Vale do Rio dos Sinos - Unisinos在 unisinos.br 的电子邮件经过验证
