Anna Helena Reali Costa

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Reinaldo BianchiProfessor de Engenharia Elétrica, Centro Universitário FEIVerified email at fei.edu.br
Felipe Leno da Silva (Leno)Lawrence Livermore National LabVerified email at llnl.gov
Carlos H. C. RibeiroProfessor of Computer Science, Technological Institute of AeronauticsVerified email at ita.br
Valdinei Freire da SilvaProfessor de Sistemas de Informação, Universidade de São PauloVerified email at usp.br
Ruben GlattLawrence Livermore National LaboratoryVerified email at llnl.gov
Fabio Gagliardi CozmanUniversidade de Sao PauloVerified email at usp.br
Alexandre da Silva SimõesUniversidade Estadual Paulista (UNESP)Verified email at unesp.br
Marcelo Li KogaNubankVerified email at usp.br
Antonio Henrique Pinto SelvaticiUniversidade Nove de JulhoVerified email at uninove.br
Eduardo Aoun TannuriFull Professor, Mechatronics Engineering, Escola Politécnica, University of São PauloVerified email at usp.br
Rene PegoraroProfessor of Computer Science, Universidade Estadual Paulista - UNESPVerified email at fc.unesp.br
Flavio Sales TruzziUniversidade de São PauloVerified email at usp.br
Valguima Victoria Viana Aguiar OdakuraUniversidade Federal da Grande Dourados (UFGD)Verified email at ufgd.edu.br
Cyntia E. H. NishidaUniversidade de São PauloVerified email at usp.br
Antonio Mauro SaraivaUniversidade de São PauloVerified email at usp.br
Nicolau Leal WerneckUniversidade de São PauloVerified email at usp.br
Pedro U. LimaInstitute for Systems and Robotics (ISR/IST), LARSyS, Instituto Superior Técnico, Univ LisboaVerified email at tecnico.ulisboa.pt
Carlos Eduardo CugnascaEscola Politécnica da Universidade de São PauloVerified email at usp.br
Peter StoneProfessor of Computer Science, The University of Texas at AustinVerified email at cs.utexas.edu
Paulo SantosFlinders University, Adelaide, AustraliaVerified email at flinders.edu.au

Anna Helena Reali Costa

Full Professor of Computer Engineering, Universidade de São Paulo

Verified email at usp.br - Homepage

Artificial Intelligence Machine Learning Reinforcement Learning Intelligent Robotics


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A Survey on Transfer Learning for Multiagent Reinforcement Learning Systems. FLDA SILVA, AHR COSTA JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH 64, 645 - 703, 2019	198	2019
Simultaneously Learning and Advising in Multiagent Reinforcement Learning FL da Silva, R Glatt, AHR Costa Proceedings of the 16th Conference on Autonomous Agents and MultiAgent …, 2017	119	2017
Accelerating autonomous learning by using heuristic selection of actions RAC Bianchi, CHC Ribeiro, AHR Costa JOURNAL OF HEURISTICS 14 (2), 135-168, 2008	99	2008
Heuristically-accelerated multiagent reinforcement learning RAC Bianchi, MF Martins, CHC Ribeiro, AHR Costa IEEE TRANSACTIONS ON CYBERNETICS 44 (2), 252-265, 2014	94	2014
Heuristic Selection of Actions in Multiagent Reinforcement Learning. RAC Bianchi, CHC Ribeiro, AHR Costa IJCAI, 690-695, 2007	80	2007
Heuristically Accelerated Q-Learning: a new approach to speed up reinforcement learning RAC Bianchi, CHC Ribeiro, AHR Costa Advances in Artificial Intelligence–SBIA 2004, 930-1008, 2004	73	2004
Coordination of Electric Vehicle Charging through Multiagent Reinforcement Learning FL Da Silva, CEH Nishida, DM Roijers, AHR Costa IEEE Transactions on Smart Grid, 2020	62	2020
Agents teaching agents: a survey on inter-agent transfer learning FL Da Silva, G Warnell, AHR Costa, P Stone Autonomous Agents and Multi-Agent Systems 34 (1), 1-17, 2020	54	2020
Object-Oriented Curriculum Generation for Reinforcement Learning FLDA SILVA, AHR COSTA 17th International Conference on Autonomous Agents and Multiagent Systems …, 2018	53	2018
Heuristic reinforcement learning applied to robocup simulation agents LA Celiberto, CHC Ribeiro, AHR Costa, RAC Bianchi Robot Soccer World Cup, 220-227, 2007	51	2007
Towards knowledge transfer in deep reinforcement learning R Glatt, FL Da Silva, AHR Costa 2016 5th Brazilian Conference on Intelligent Systems (BRACIS), 91-96, 2016	46	2016
Evaluating classification and feature selection techniques for honeybee subspecies identification using wing images FL da Silva, MLG Sella, TM Francoy, AHR Costa COMPUTERS AND ELECTRONICS IN AGRICULTURE 114, 68-77, 2015	46	2015
Stochastic abstract policies: Generalizing knowledge to improve reinforcement learning ML Koga, V Freire, AHR Costa IEEE TRANSACTIONS ON CYBERNETICS 45 (1), 77-88, 2015	46	2015
Comparative assessment of feature selection and classification techniques for visual inspection of pot plant seedlings L Silva, ML Koga, CE Cugnasca, AHR Costa COMPUTERS AND ELECTRONICS IN AGRICULTURE 97, 47-55, 2013	46	2013
A reference process for automating bee species identification based on wing images and digital image processing FS Santana, AHR Costa, FS Truzzi, FL Silva, SL Santos, TM Francoy, ... ECOLOGICAL INFORMATICS 24, 248-260, 2014	44	2014
Construindo robôs autônomos para partidas de futebol: O time Guaraná AHR Costa, R Pegoraro CONTROLE & AUTOMAÇÃO (SBA) 11 (03), 141-149, 2000	41	2000
Qualitative case-based reasoning and learning TPD Homem, PE Santos, AHR Costa, RA da Costa Bianchi, ... Artificial Intelligence 283, 103258, 2020	39	2020
Autonomously Reusing Knowledge in Multiagent Reinforcement Learning. FL Da Silva, ME Taylor, AHR Costa IJCAI, 5487-5493, 2018	38	2018
Batch reinforcement learning for smart home energy management H Berlink, AHR Costa Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015	38	2015
Robôs móveis inteligentes: Principios e técnicas C Ribeiro, A Costa, R Romero Anais do XXI Congresso da Sociedade Brasileira de Computaçao-SBC’2001 3, 258-306, 2001	34	2001

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