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Anna Helena Reali Costa
Anna Helena Reali Costa
Full Professor of Computer Engineering, Universidade de São Paulo
E-mail confirmado em usp.br - Página inicial
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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
2912019
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
1562017
Coordination of Electric Vehicle Charging through Multiagent Reinforcement Learning
FL Da Silva, CEH Nishida, DM Roijers, AHR Costa
IEEE Transactions on Smart Grid, 2020
1152020
Accelerating autonomous learning by using heuristic selection of actions
RAC Bianchi, CHC Ribeiro, AHR Costa
JOURNAL OF HEURISTICS 14 (2), 135-168, 2008
1132008
Heuristically-accelerated multiagent reinforcement learning
RAC Bianchi, MF Martins, CHC Ribeiro, AHR Costa
IEEE TRANSACTIONS ON CYBERNETICS 44 (2), 252-265, 2014
1052014
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
842020
Heuristic Selection of Actions in Multiagent Reinforcement Learning.
RAC Bianchi, CHC Ribeiro, AHR Costa
IJCAI, 690-695, 2007
822007
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
812004
Object-Oriented Curriculum Generation for Reinforcement Learning
FLDA SILVA, AHR COSTA
17th International Conference on Autonomous Agents and Multiagent Systems …, 2018
692018
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
572015
Qualitative case-based reasoning and learning
TPD Homem, PE Santos, AHR Costa, RA da Costa Bianchi, ...
Artificial Intelligence 283, 103258, 2020
552020
Autonomously Reusing Knowledge in Multiagent Reinforcement Learning.
FL Da Silva, ME Taylor, AHR Costa
IJCAI, 5487-5493, 2018
532018
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
532016
Heuristic reinforcement learning applied to robocup simulation agents
LA Celiberto, CHC Ribeiro, AHR Costa, RAC Bianchi
RoboCup 2007: Robot Soccer World Cup XI 11, 220-227, 2008
532008
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
522014
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
512013
Stochastic abstract policies: Generalizing knowledge to improve reinforcement learning
ML Koga, V Freire, AHR Costa
IEEE TRANSACTIONS ON CYBERNETICS 45 (1), 77-88, 2015
492015
Batch reinforcement learning for smart home energy management
H Berlink, AHR Costa
Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
442015
Construindo robôs autônomos para partidas de futebol: O time Guaraná
AHR Costa, R Pegoraro
CONTROLE & AUTOMAÇÃO (SBA) 11 (03), 141-149, 2000
432000
MOO-MDP: An Object-Oriented Representation for Cooperative Multiagent Reinforcement Learning
FL Da Silva, R Glatt, AHR Costa
IEEE TRANSACTIONS ON CYBERNETICS 49 (2), 567 - 579, 2019
402019
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