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ORCIDFelipe Leno da Silva
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- affiliation: University of São Paulo, Brazil
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2020 – today
- 2024
[j13]Donté Harris
, Felipe Leno da Silva, Wencong Su, Ruben Glatt:
A Review on Simulation Platforms for Agent-Based Modeling in Electrified Transportation. IEEE Trans. Intell. Transp. Syst. 25(2): 1131-1147 (2024)- 2023
- [c20]Van-Hai Bui, Fangyuan Chang, Wencong Su, Mengqi Wang, Yi Lu Murphey, Felipe Leno da Silva, Can Huang, Lingxiao Xue, Ruben Glatt:
Deep Reinforcement Learning-Based Optimal Parameter Design of Power Converters. ICNC 2023: 25-29 - 2022
- [j12]Van-Hai Bui, Fangyuan Chang, Wencong Su, Mengqi Wang, Yi Lu Murphey, Felipe Leno da Silva, Can Huang, Lingxiao Xue, Ruben Glatt:
Deep Neural Network-Based Surrogate Model for Optimal Component Sizing of Power Converters Using Deep Reinforcement Learning. IEEE Access 10: 78702-78712 (2022) - [j11]Felipe Leno da Silva, Patrick MacAlpine, Roxana Radulescu, Fernando P. Santos, Patrick Mannion:
Special issue on adaptive and learning agents 2020. Neural Comput. Appl. 34(3): 1649-1651 (2022) - 2021
- [b1]Felipe Leno da Silva, Anna Helena Reali Costa:
Transfer Learning for Multiagent Reinforcement Learning Systems. Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers 2021, ISBN 978-3-031-00463-6, pp. 1-129 - [c19]Felipe Leno da Silva, Silvio Stanzani, Jefferson Fialho, Jorge Mondadori, Muriel Mazzetto, Felipe Sanches Couto, Raphael Cóbe:
Designing a Hybrid AI Residency. AAAI 2021: 15640-15646 - [c18]Ruben Glatt, Felipe Leno da Silva, Braden Soper, William A. Dawson, Edward Rusu, Ryan A. Goldhahn:
Collaborative energy demand response with decentralized actor and centralized critic. BuildSys 2021: 333-337 - 2020
- [j10]Felipe Leno da Silva, Garrett Warnell, Anna Helena Reali Costa, Peter Stone:
Agents teaching agents: a survey on inter-agent transfer learning. Auton. Agents Multi Agent Syst. 34(1): 9 (2020) - [j9]Ruben Glatt, Felipe Leno da Silva, Reinaldo Augusto da Costa Bianchi, Anna Helena Reali Costa:
DECAF: Deep Case-based Policy Inference for knowledge transfer in Reinforcement Learning. Expert Syst. Appl. 156: 113420 (2020) - [j8]Felipe Leno da Silva, Cyntia Eico Hayama Nishida, Diederik M. Roijers, Anna Helena Reali Costa:
Coordination of Electric Vehicle Charging Through Multiagent Reinforcement Learning. IEEE Trans. Smart Grid 11(3): 2347-2356 (2020) - [c17]Felipe Leno da Silva, Pablo Hernandez-Leal, Bilal Kartal, Matthew E. Taylor:
Uncertainty-Aware Action Advising for Deep Reinforcement Learning Agents. AAAI 2020: 5792-5799 - [c16]Felipe Leno da Silva, Pablo Hernandez-Leal, Bilal Kartal, Matthew E. Taylor:
Providing Uncertainty-Based Advice for Deep Reinforcement Learning Agents (Student Abstract). AAAI 2020: 13913-13914 - [c15]Felipe Leno da Silva, Garrett Warnell, Anna Helena Reali Costa, Peter Stone:
Agents Teaching Agents: A Survey on Inter-agent Transfer Learning. AAMAS 2020: 2165-2167
2010 – 2019
- 2019
- [j7]Felipe Leno da Silva, Anna Helena Reali Costa:
A Survey on Transfer Learning for Multiagent Reinforcement Learning Systems. J. Artif. Intell. Res. 64: 645-703 (2019) - [j6]Felipe Leno da Silva, Ruben Glatt, Anna Helena Reali Costa:
MOO-MDP: An Object-Oriented Representation for Cooperative Multiagent Reinforcement Learning. IEEE Trans. Cybern. 49(2): 567-579 (2019) - [c14]Felipe Leno da Silva:
Integrating Agent Advice and Previous Task Solutions in Multiagent Reinforcement Learning. AAMAS 2019: 2447-2448 - [c13]Felipe Leno da Silva, Anna Helena Reali Costa, Peter Stone:
Building Self-Play Curricula Online by Playing with Expert Agents in Adversarial Games. BRACIS 2019: 479-484 - 2018
- [j5]Juan Carlos Perafan Villota, Felipe Leno da Silva, Ricardo de Souza Jacomini, Anna Helena Reali Costa:
Pairwise registration in indoor environments using adaptive combination of 2D and 3D cues. Image Vis. Comput. 69: 113-124 (2018) - [c12]Felipe Leno da Silva, Anna Helena Reali Costa:
Object-Oriented Curriculum Generation for Reinforcement Learning. AAMAS 2018: 1026-1034 - [c11]Rodrigo Cesar Bonini, Felipe Leno da Silva, Ruben Glatt, Edison Spina, Anna Helena Reali Costa:
A Framework to Discover and Reuse Object-Oriented Options in Reinforcement Learning. BRACIS 2018: 109-114 - [c10]Felipe Leno da Silva, Matthew E. Taylor, Anna Helena Reali Costa:
Autonomously Reusing Knowledge in Multiagent Reinforcement Learning. IJCAI 2018: 5487-5493 - 2017
- [j4]Ricardo de Souza Jacomini, David Correa Martins Jr., Felipe Leno da Silva, Anna Helena Reali Costa:
GeNICE: A Novel Framework for Gene Network Inference by Clustering, Exhaustive Search, and Multivariate Analysis. J. Comput. Biol. 24(8): 809-830 (2017) - [j3]Geovandro C. C. F. Pereira, Renan C. A. Alves, Felipe Leno da Silva, Roberto M. Azevedo, Bruno C. Albertini, Cíntia B. Margi:
Performance Evaluation of Cryptographic Algorithms over IoT Platforms and Operating Systems. Secur. Commun. Networks 2017: 2046735:1-2046735:16 (2017) - [c9]Rodrigo Cesar Bonini, Felipe Leno da Silva, Anna Helena Reali Costa:
Learning Options in Multiobjective Reinforcement Learning. AAAI 2017: 4907-4908 - [c8]Rodrigo Cesar Bonini, Felipe Leno da Silva, Edison Spina, Anna Helena Reali Costa:
Using Options to Accelerate Learning of New Tasks According to Human Preferences. AAAI Workshops 2017 - [c7]Felipe Leno da Silva, Ruben Glatt, Anna Helena Reali Costa:
An Advising Framework for Multiagent Reinforcement Learning Systems. AAAI 2017: 4913-4914 - [c6]Felipe Leno da Silva, Anna Helena Reali Costa:
Accelerating Multiagent Reinforcement Learning through Transfer Learning. AAAI 2017: 5034-5035 - [c5]Felipe Leno da Silva, Ruben Glatt, Anna Helena Reali Costa:
Simultaneously Learning and Advising in Multiagent Reinforcement Learning. AAMAS 2017: 1100-1108 - 2016
- [c4]Felipe Leno da Silva, Ruben Glatt, Anna Helena Reali Costa:
Object-Oriented Reinforcement Learning in Cooperative Multiagent Domains. BRACIS 2016: 19-24 - [c3]Ruben Glatt, Felipe Leno da Silva, Anna Helena Reali Costa:
Towards Knowledge Transfer in Deep Reinforcement Learning. BRACIS 2016: 91-96 - [c2]Ricardo de Souza Jacomini, David Correa Martins Jr., Felipe Leno da Silva, Anna Helena Reali Costa:
A Framework for Scalable Inference of Temporal Gene Regulatory Networks based on Clustering and Multivariate Analysis. BAI@IJCAI 2016: 7-13 - [c1]Felipe Leno da Silva, Anna Helena Reali Costa:
Transfer Learning for Multiagent Reinforcement Learning Systems. IJCAI 2016: 3982-3983 - 2015
- [j2]Felipe Leno da Silva, Marina Lopes Grassi Sella, Tiago Mauricio Francoy, Anna Helena Reali Costa:
Evaluating classification and feature selection techniques for honeybee subspecies identification using wing images. Comput. Electron. Agric. 114: 68-77 (2015) - 2014
- [j1]Fabiana Soares Santana, Anna Helena Reali Costa, Flavio Sales Truzzi, Felipe Leno da Silva, Sheila L. Santos, Tiago Mauricio Francoy, Antonio Mauro Saraiva:
A reference process for automating bee species identification based on wing images and digital image processing. Ecol. Informatics 24: 248-260 (2014)
Coauthor Index
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