Anna Helena Reali Costa

135 papers A* 10A 8B 3C 6Journal 56Unranked 50

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Compressing LLMs with MoP: Mixture of Pruners. CoRR Bruno Yamamoto, Lucas Lauton de Alcantara, Victor Zacarias, Leandro Giusti Mugnaini, Keith Ogawa, Lucas F. A. O. Pellicer, Rosimeire Pereira Costa, Edson Bollis, Anna Helena Reali Costa, Artur Jordão
2026	J	`jnl`	Embracing data irregularities in multivariate time series. Appl. Soft Comput. Marcel R. de Barros, Lucas P. Fontenele, Mariana S. Silva, Thiago Lizier Rissi, Eduardo Faria Cabrera, Eduardo Aoun Tannuri, Edson S. Gomi, Rodrigo A. Barreira, Anna Helena Reali Costa
2026	J	`jnl`	Layer-wise LoRA fine-tuning: a similarity metric approach. CoRR Keith Ando Ogawa, Bruno Lopes Yamamoto, Lucas Lauton de Alcantara, Lucas F. A. O. Pellicer, Rosimeire Pereira Costa, Edson Bollis, Anna Helena Reali Costa, Artur Jordão
2026	J	`jnl`	Realistic Market Impact Modeling for Reinforcement Learning Trading Environments. CoRR Lucas R. Abbade, Anna Helena Reali Costa
2025	J	`jnl`	Comparing Normalization Methods for Portfolio Optimization with Reinforcement Learning. CoRR Caio de Souza Barbosa Costa, Anna Helena Reali Costa
2025	B	`conf`	Efficient LLMs with AMP: Attention Heads and MLP Pruning. IJCNN Leandro Giusti Mugnaini, Bruno Yamamoto, Lucas Lauton de Alcantara, Victor Zacarias, Edson Bollis, Lucas F. A. O. Pellicer, Anna Helena Reali Costa, Artur Jordão
2025	J	`jnl`	Efficient LLMs with AMP: Attention Heads and MLP Pruning. CoRR Leandro Giusti Mugnaini, Bruno Yamamoto, Lucas Lauton de Alcantara, Victor Zacarias, Edson Bollis, Lucas F. A. O. Pellicer, Anna Helena Reali Costa, Artur Jordão
2025	—	`conf`	Enhancing Distilled Datasets Via Natural Data Mixing. SIBGRAPI Ian Pons, Guilherme B. Stern, Anna Helena Reali Costa, Artur Jordão
2025	J	`jnl`	Estratégias de Seleção Informada de Dados para Aprendizado com Dados Escassos e Desbalanceados. Linguamática Alexandre Alcoforado, Lucas Hideki Okamura, Thomas Palmeira Ferraz, Israel Campos Fama, Bárbara Dias Bueno, Bruno Miguel Veloso, Anna Helena Reali Costa
2025	B	`conf`	Fuzzy-Based Ensemble Method for Robust Concept Drift Detection in Multivariate Time Series. IJCNN Lucas Giusti Tavares, Janio Lima, Matheus Melo, Chao Chen, Jon Garibaldi, Gabriel dos Santos Scatena, Anna Helena Reali Costa, Edson Satoshi Gomi, Rebecca Salles, Esther Pacitti, Ismael H. F. dos Santos, Isabela Guimarães Siqueira, Diego Carvalho, Rafaelli Coutinho, Fábio Porto, Eduardo S. Ogasawara
2025	J	`jnl`	Improving Fairness in LLMs Through Testing-Time Adversaries. CoRR Isabela Pereira Gregio, Ian Pons, Anna Helena Reali Costa, Artur Jordão
2025	J	`jnl`	Improving current forecast by Leveraging Measured Data and numerical models via LiESNs. Environ. Model. Softw. Felipe M. Moreno, Marcel R. de Barros, Artur Jordão, Marlon S. Mathias, Marcelo Dottori, Anna Helena Reali Costa, Edson S. Gomi, Fábio G. Cozman, Eduardo Aoun Tannuri
2025	—	`conf`	Interpolation of Multivariate Time Series with Nearly-Symmetric Time Translations. BRACIS (2) Bernardo Teixeira, Marcel R. de Barros, Edson S. Gomi, Eduardo Aoun Tannuri, Fábio Levy Siqueira, Anna Helena Reali Costa
2025	J	`jnl`	Layer Pruning With Consensus: A Triple-Win Solution. IEEE Access Leandro Giusti Mugnaini, Carolina Tavares Duarte, Anna Helena Reali Costa, Artur Jordão
2025	—	`conf`	Learning with Few: A Comparative Study of Multilingual Text Anomaly Detection. STIL Fabio Masaracchia Maia, Anna Helena Reali Costa
2025	J	`jnl`	One Period to Rule Them All: Identifying Critical Learning Periods in Deep Networks. CoRR Vinicius Yuiti Fukase, Heitor Gama, Bárbara Dias Bueno, Lucas Libanio, Anna Helena Reali Costa, Artur Jordão
2025	B	`conf`	Pruning Everything, Everywhere, All at Once. IJCNN Gustavo Henrique do Nascimento, Ian Pons, Anna Helena Reali Costa, Artur Jordão
2025	J	`jnl`	Pruning Everything, Everywhere, All at Once. CoRR Gustavo Henrique do Nascimento, Ian Pons, Anna Helena Reali Costa, Artur Jordão
2025	J	`jnl`	Technical Report on Text Dataset Distillation. CoRR Keith Ogawa, Bruno Yamamoto, Lucas Lauton de Alcantara, Victor Zacarias, Edson Bollis, Lucas F. A. O. Pellicer, Rosimeire Pereira Costa, Anna Helena Reali Costa, Artur Jordão
2025	J	`jnl`	The Virtues of Brevity: Avoid Overthinking in Parallel Test-Time Reasoning. CoRR Raul Cavalcante Dinardi, Bruno Yamamoto, Anna Helena Reali Costa, Artur Jordão
2025	—	`conf`	Tiny Titans: Efficient Large Vision, Language and Multimodal Models Through Pruning. SIBGRAPI Carolina Tavares, Leandro Giusti Mugnaini, Gustavo Henrique do Nascimento, Ian Pons, Keith Ogawa, Guilherme Stern, Lucas Libanio, Aline Paes, Anna Helena Reali Costa, Artur Jordão
2024	—	`conf`	A Digital Twin System for Oil And Gas Industry: A Use Case on Mooring Lines Integrity Monitoring. MoDELS (Companion) Vinicius Kreischer de Almeida, Douglas Ericson Marcelino de Oliveira, Claudio Daniel Tenorio de Barros, Gabriel dos Santos Scatena, Asdrubal N. Queiroz Filho, Fábio Levy Siqueira, Anna Helena Reali Costa, Edson Satoshi Gomi, Leonardo A. F. Mendoza, Evelyn Conceição Santos Batista, Cristian E. Muñoz, Isabela Guimarães Siqueira, Rodrigo A. Barreira, Ismael H. F. dos Santos, Carlos Cardoso, Eduardo S. Ogasawara, Fábio Porto
2024	—	`conf`	Anomaly Detection in Text Data: A Semi-Supervised Approach Applied to the Portuguese Domain. STIL Fabio Masaracchia Maia, Anna Helena Reali Costa
2024	A*	`conf`	Early Detection of Extreme Storm Tide Events Using Multimodal Data Processing. AAAI Marcel R. de Barros, Andressa Pinto, Andres Monroy, Felipe M. Moreno, Jefferson F. Coelho, Aldomar Pietro Silva, Caio Fabricio Deberaldini Netto, José Roberto Leite, Marlon S. Mathias, Eduardo Aoun Tannuri, Artur Jordão, Edson S. Gomi, Fábio G. Cozman, Marcelo Dottori, Anna Helena Reali Costa
2024	—	`conf`	Effective Layer Pruning Through Similarity Metric Perspective. ICPR (5) Ian Pons, Bruno Yamamoto, Anna Helena Reali Costa, Artur Jordão
2024	J	`jnl`	Effective Layer Pruning Through Similarity Metric Perspective. CoRR Ian Pons, Bruno Yamamoto, Anna Helena Reali Costa, Artur Jordão
2024	—	`conf`	From Random to Informed Data Selection: A Diversity-Based Approach to Optimize Human Annotation and Few-Shot Learning. PROPOR (1) Alexandre Alcoforado, Lucas Hideki Okamura, Israel Campos Fama, Bárbara Fernandes Dias Bueno, Arnold Moya Lavado, Thomas Palmeira Ferraz, Bruno Veloso, Anna Helena Reali Costa
2024	J	`jnl`	From Random to Informed Data Selection: A Diversity-Based Approach to Optimize Human Annotation and Few-Shot Learning. CoRR Alexandre Alcoforado, Thomas Palmeira Ferraz, Lucas Hideki Okamura, Israel Campos Fama, Arnold Moya Lavado, Bárbara Dias Bueno, Bruno Veloso, Anna Helena Reali Costa
2024	—	`conf`	Improving LLMs' Reasoning and Planning with Finite-State Machines. BRACIS (2) Eduardo Faria Cabrera, Marcel Rodrigues de Barros, Anna Helena Reali Costa
2024	J	`jnl`	Layer Pruning with Consensus: A Triple-Win Solution. CoRR Leandro Giusti Mugnaini, Carolina Tavares Duarte, Anna Helena Reali Costa, Artur Jordão
2024	—	`conf`	No Argument Left Behind: Overlapping Chunks for Faster Processing of Arbitrarily Long Legal Texts. STIL Israel Campos Fama, Bárbara Dias Bueno, Alexandre Alcoforado, Thomas Palmeira Ferraz, Arnold Moya Lavado, Anna Helena Reali Costa
2024	J	`jnl`	No Argument Left Behind: Overlapping Chunks for Faster Processing of Arbitrarily Long Legal Texts. CoRR Israel Campos Fama, Bárbara Dias Bueno, Alexandre Alcoforado, Thomas Palmeira Ferraz, Arnold Moya Lavado, Anna Helena Reali Costa
2024	—	`conf`	RLPortfolio: Reinforcement Learning for Financial Portfolio Optimization. BRACIS (3) Caio de Souza Barbosa Costa, Anna Helena Reali Costa
2023	J	`jnl`	Augmenting a Physics-Informed Neural Network for the 2D Burgers Equation by Addition of Solution Data Points. CoRR Marlon Sproesser Mathias, Wesley Pereira de Almeida, Marcel Rodrigues de Barros, Jefferson Fialho Coelho, Lucas Palmiro de Freitas, Felipe Marino Moreno, Caio Fabricio Deberaldini Netto, Fábio Gagliardi Cozman, Anna Helena Reali Costa, Eduardo Aoun Tannuri, Edson Satoshi Gomi, Marcelo Dottori
2023	J	`jnl`	Data augmentation techniques in natural language processing. Appl. Soft Comput. Lucas Francisco Amaral Orosco Pellicer, Taynan Maier Ferreira, Anna Helena Reali Costa
2023	—	`conf`	Embracing Data Irregularities in Multivariate Time Series with Recurrent and Graph Neural Networks. BRACIS (1) Marcel Rodrigues de Barros, Thiago Lizier Rissi, Eduardo Faria Cabrera, Eduardo Aoun Tannuri, Edson Satoshi Gomi, Rodrigo A. Barreira, Anna Helena Reali Costa
2023	—	`conf`	Improving Zero-Shot Inference with Unsupervised Key-Sentences Extraction. ICSC Lucas Francisco Amaral Orosco Pellicer, Anna Helena Reali Costa
2022	—	`conf`	Augmenting a Physics-Informed Neural Network for the 2D Burgers Equation by Addition of Solution Data Points. BRACIS (2) Marlon S. Mathias, Wesley P. de Almeida, Jefferson F. Coelho, Lucas P. de Freitas, Felipe M. Moreno, Caio F. D. Netto, Fábio G. Cozman, Anna Helena Reali Costa, Eduardo Aoun Tannuri, Edson S. Gomi, Marcelo Dottori
2022	J	`jnl`	Neural Network Meta-Models for FPSO Motion Prediction From Environmental Data With Different Platform Loads. IEEE Access Lucas P. Cotrim, Rodrigo A. Barreira, Ismael H. F. dos Santos, Edson S. Gomi, Anna Helena Reali Costa, Eduardo Aoun Tannuri
2022	J	`jnl`	Outperforming algorithmic trading reinforcement learning systems: A supervised approach to the cryptocurrency market. Expert Syst. Appl. Leonardo Kanashiro Felizardo, Francisco Caio Lima Paiva, Catharine de Vita Graves, Elia Yathie Matsumoto, Anna Helena Reali Costa, Emilio Del-Moral-Hernandez, Paolo Brandimarte
2022	—	`conf`	PTT5-Paraphraser: Diversity and Meaning Fidelity in Automatic Portuguese Paraphrasing. PROPOR Lucas Francisco Amaral Orosco Pellicer, Paulo Pirozelli, Anna Helena Reali Costa, Alexandre Inoue
2022	J	`jnl`	Reinforcement Learning Applied to Trading Systems: A Survey. CoRR Leonardo Kanashiro Felizardo, Francisco Caio Lima Paiva, Anna Helena Reali Costa, Emilio Del-Moral-Hernandez
2022	—	`conf`	Tracking Environmental Policy Changes in the Brazilian Federal Official Gazette. PROPOR Flávio Nakasato Cação, Anna Helena Reali Costa, Natalie Unterstell, Liuca Yonaha, Taciana Stec, Fábio Ishisaki
2022	J	`jnl`	Tracking environmental policy changes in the Brazilian Federal Official Gazette. CoRR Flávio Nakasato Cação, Anna Helena Reali Costa, Natalie Unterstell, Liuca Yonaha, Taciana Stec, Fábio Ishisaki
2022	—	`conf`	ZeroBERTo: Leveraging Zero-Shot Text Classification by Topic Modeling. PROPOR Alexandre Alcoforado, Thomas Palmeira Ferraz, Rodrigo Gerber, Enzo Bustos, André Seidel Oliveira, Bruno Miguel Veloso, Fábio Levy Siqueira, Anna Helena Reali Costa
2022	J	`jnl`	ZeroBERTo: Leveraging Zero-Shot Text Classification by Topic Modeling. CoRR Alexandre Alcoforado, Thomas Palmeira Ferraz, Rodrigo Gerber, Enzo Bustos, André Seidel Oliveira, Bruno Miguel Veloso, Fábio Levy Siqueira, Anna Helena Reali Costa
2021	—	`conf`	Answer Selection Using Reinforcement Learning for Complex Question Answering on the Open Domain. ISEEIE Angel Felipe Magnossão de Paula, Roberto Fray da Silva, Bruno Eidi Nishimoto, Carlos Eduardo Cugnasca, Anna Helena Reali Costa
2021	—	`conf`	Contextualised Word Embeddings Based on Transfer Learning to Dialogue Response Generation: a Proposal and Comparisons. ISEEIE Thomaz Calasans, Anna Helena Reali Costa, Eduardo Raul Hruschka
2021	J	`jnl`	DEBACER: a method for slicing moderated debates. CoRR Thomas Palmeira Ferraz, Alexandre Alcoforado, Enzo Bustos, André Seidel Oliveira, Rodrigo Gerber, Naíde Müller, André Corrêa d'Almeida, Bruno Miguel Veloso, Anna Helena Reali Costa
2021	—	`conf`	DEEPAGÉ: Answering Questions in Portuguese About the Brazilian Environment. BRACIS (2) Flávio Nakasato Cação, Marcos Menon José, André Seidel Oliveira, Stefano Spindola, Anna Helena Reali Costa, Fábio Gagliardi Cozman
2021	J	`jnl`	DEEPAGÉ: Answering Questions in Portuguese about the Brazilian Environment. CoRR Flávio Nakasato Cação, Marcos Menon José, André Seidel Oliveira, Stefano Spindola, Anna Helena Reali Costa, Fábio Gagliardi Cozman
2021	J	`jnl`	Intelligent Trading Systems: A Sentiment-Aware Reinforcement Learning Approach. CoRR Francisco Caio Lima Paiva, Leonardo Kanashiro Felizardo, Reinaldo Augusto da Costa Bianchi, Anna Helena Reali Costa
2021	—	`conf`	Intelligent trading systems: a sentiment-aware reinforcement learning approach. ICAIF Francisco Caio Lima Paiva, Leonardo Kanashiro Felizardo, Reinaldo Augusto da Costa Bianchi, Anna Helena Reali Costa
2021	J	`jnl`	PLSUM: Generating PT-BR Wikipedia by Summarizing Multiple Websites. CoRR André Seidel Oliveira, Anna Helena Reali Costa
2021	—	`conf`	Slot Sharing Mechanism in Multi-domain Dialogue Systems. BRACIS (1) Bruno Eidi Nishimoto, Anna Helena Reali Costa
2021	—	`book`	Transfer Learning for Multiagent Reinforcement Learning Systems Felipe Leno da Silva, Anna Helena Reali Costa
2020	J	`jnl`	A framework to shift basins of attraction of gene regulatory networks through batch reinforcement learning. Artif. Intell. Medicine Cyntia Eico Hayama Nishida, Reinaldo Augusto da Costa Bianchi, Anna Helena Reali Costa
2020	A	`conf`	Agents Teaching Agents: A Survey on Inter-agent Transfer Learning. AAMAS Felipe Leno da Silva, Garrett Warnell, Anna Helena Reali Costa, Peter Stone
2020	J	`jnl`	Agents teaching agents: a survey on inter-agent transfer learning. Auton. Agents Multi Agent Syst. Felipe Leno da Silva, Garrett Warnell, Anna Helena Reali Costa, Peter Stone
2020	J	`jnl`	Combining novelty and popularity on personalised recommendations via user profile learning. Expert Syst. Appl. Ricardo Mitollo Bertani, Reinaldo A. C. Bianchi, Anna Helena Reali Costa
2020	J	`jnl`	Coordination of Electric Vehicle Charging Through Multiagent Reinforcement Learning. IEEE Trans. Smart Grid Felipe Leno da Silva, Cyntia Eico Hayama Nishida, Diederik M. Roijers, Anna Helena Reali Costa
2020	—	`conf`	DeepBT and NLP Data Augmentation Techniques: A New Proposal and a Comprehensive Study. BRACIS Taynan Maier Ferreira, Anna Helena Reali Costa
2020	J	`jnl`	Guest Editorial. J. Ambient Intell. Smart Environ. Imran Sarwar Bajwa, George Roussos, Anna Helena Reali Costa, William I. Grosky
2020	J	`jnl`	Navigation in Restricted Channels Under Environmental Conditions: Fast-Time Simulation by Asynchronous Deep Reinforcement Learning. IEEE Access José Amendola, Lucas S. Miura, Anna Helena Reali Costa, Fábio Gagliardi Cozman, Eduardo Aoun Tannuri
2020	J	`jnl`	Qualitative case-based reasoning and learning. Artif. Intell. Thiago Pedro Donadon Homem, Paulo Eduardo Santos, Anna Helena Reali Costa, Reinaldo Augusto da Costa Bianchi, Ramón López de Mántaras
2019	J	`jnl`	A Survey on Transfer Learning for Multiagent Reinforcement Learning Systems. J. Artif. Intell. Res. Felipe Leno da Silva, Anna Helena Reali Costa
2019	—	`conf`	Building Self-Play Curricula Online by Playing with Expert Agents in Adversarial Games. BRACIS Felipe Leno da Silva, Anna Helena Reali Costa, Peter Stone
2019	—	`conf`	Dialogue Management with Deep Reinforcement Learning: Balancing Exploration and Exploitation. BRACIS Bruno Nishimoto, Anna Helena Reali Costa
2019	J	`jnl`	Introduction to the Special Section on Artificial Intelligence for Smart Systems. Comput. Electr. Eng. Imran Sarwar Bajwa, Anna Helena Reali Costa, Jamal Bentahar
2019	J	`jnl`	MOO-MDP: An Object-Oriented Representation for Cooperative Multiagent Reinforcement Learning. IEEE Trans. Cybern. Felipe Leno da Silva, Ruben Glatt, Anna Helena Reali Costa
2018	—	`conf`	A Framework to Discover and Reuse Object-Oriented Options in Reinforcement Learning. BRACIS Rodrigo Cesar Bonini, Felipe Leno da Silva, Ruben Glatt, Edison Spina, Anna Helena Reali Costa
2018	A*	`conf`	Autonomously Reusing Knowledge in Multiagent Reinforcement Learning. IJCAI Felipe Leno da Silva, Matthew E. Taylor, Anna Helena Reali Costa
2018	—	`conf`	Control of Gene Regulatory Networks Basin of Attractions with Batch Reinforcement Learning. BRACIS Cyntia Eico Hayama Nishida, Anna Helena Reali Costa, Reinaldo Augusto da Costa Bianchi
2018	A	`conf`	Object-Oriented Curriculum Generation for Reinforcement Learning. AAMAS Felipe Leno da Silva, Anna Helena Reali Costa
2018	J	`jnl`	Pairwise registration in indoor environments using adaptive combination of 2D and 3D cues. Image Vis. Comput. Juan Carlos Perafan Villota, Felipe Leno da Silva, Ricardo de Souza Jacomini, Anna Helena Reali Costa
2017	A*	`conf`	Accelerating Multiagent Reinforcement Learning through Transfer Learning. AAAI Felipe Leno da Silva, Anna Helena Reali Costa
2017	A*	`conf`	An Advising Framework for Multiagent Reinforcement Learning Systems. AAAI Felipe Leno da Silva, Ruben Glatt, Anna Helena Reali Costa
2017	—	`conf`	Controlling Gene Regulatory Networks with FQI-SARSA. BRACIS Cyntia Eico Hayama Nishida, Anna Helena Reali Costa, Reinaldo Augusto da Costa Bianchi
2017	J	`jnl`	GeNICE: A Novel Framework for Gene Network Inference by Clustering, Exhaustive Search, and Multivariate Analysis. J. Comput. Biol. Ricardo de Souza Jacomini, David Correa Martins Jr., Felipe Leno da Silva, Anna Helena Reali Costa
2017	A*	`conf`	Improving Deep Reinforcement Learning with Knowledge Transfer. AAAI Ruben Glatt, Anna Helena Reali Costa
2017	—	`conf`	Improving Reinforcement Learning Results with Qualitative Spatial Representation. BRACIS Thiago Pedro Donadon Homem, Danilo Hernani Perico, Paulo Eduardo Santos, Anna Helena Reali Costa, Reinaldo Augusto da Costa Bianchi
2017	A*	`conf`	Learning Options in Multiobjective Reinforcement Learning. AAAI Rodrigo Cesar Bonini, Felipe Leno da Silva, Anna Helena Reali Costa
2017	A*	`conf`	Policy Reuse in Deep Reinforcement Learning. AAAI Ruben Glatt, Anna Helena Reali Costa
2017	A	`conf`	Simultaneously Learning and Advising in Multiagent Reinforcement Learning. AAMAS Felipe Leno da Silva, Ruben Glatt, Anna Helena Reali Costa
2017	—	`conf`	Using Options to Accelerate Learning of New Tasks According to Human Preferences. AAAI Workshops Rodrigo Cesar Bonini, Felipe Leno da Silva, Edison Spina, Anna Helena Reali Costa
2016	—	`conf`	A Framework for Scalable Inference of Temporal Gene Regulatory Networks based on Clustering and Multivariate Analysis. BAI@IJCAI Ricardo de Souza Jacomini, David Correa Martins Jr., Felipe Leno da Silva, Anna Helena Reali Costa
2016	—	`conf`	Object-Oriented Reinforcement Learning in Cooperative Multiagent Domains. BRACIS Felipe Leno da Silva, Ruben Glatt, Anna Helena Reali Costa
2016	—	`conf`	Towards Knowledge Transfer in Deep Reinforcement Learning. BRACIS Ruben Glatt, Felipe Leno da Silva, Anna Helena Reali Costa
2016	A*	`conf`	Transfer Learning for Multiagent Reinforcement Learning Systems. IJCAI Felipe Leno da Silva, Anna Helena Reali Costa
2015	—	`conf`	Aligning RGB-D Point Clouds through Adaptive Integration of Color and Depth Cues. LARS/SBR Juan Carlos Perafan Villota, Anna Helena Reali Costa
2015	—	`conf`	Comparative Analysis of Abstract Policies to Transfer Learning in Robotics Navigation. AAAI Workshop: Knowledge, Skill, and Behavior Transfer in Autonomous Robots Valdinei Freire da Silva, Anna Helena Reali Costa
2015	J	`jnl`	Evaluating classification and feature selection techniques for honeybee subspecies identification using wing images. Comput. Electron. Agric. Felipe Leno da Silva, Marina Lopes Grassi Sella, Tiago Mauricio Francoy, Anna Helena Reali Costa
2015	J	`jnl`	Evaluation of linear relaxations in Ad Network optimization for online marketing. J. Braz. Comput. Soc. Valdinei Freire da Silva, Flavio Sales Truzzi, Anna Helena Reali Costa, Fábio Gagliardi Cozman
2015	J	`jnl`	Intelligent Decision-Making for Smart Home Energy Management. J. Intell. Robotic Syst. Heider Berlink, Nelson Kagan, Anna Helena Reali Costa
2015	J	`jnl`	Stochastic Abstract Policies: Generalizing Knowledge to Improve Reinforcement Learning. IEEE Trans. Cybern. Marcelo Li Koga, Valdinei Freire da Silva, Anna Helena Reali Costa
2014	J	`jnl`	A reference process for automating bee species identification based on wing images and digital image processing. Ecol. Informatics Fabiana Soares Santana, Anna Helena Reali Costa, Flavio Sales Truzzi, Felipe Leno da Silva, Sheila L. Santos, Tiago Mauricio Francoy, Antonio Mauro Saraiva
2014	J	`jnl`	Heuristically-Accelerated Multiagent Reinforcement Learning. IEEE Trans. Cybern. Reinaldo A. C. Bianchi, Murilo Fernandes Martins, Carlos H. C. Ribeiro, Anna Helena Reali Costa
2014	—	`conf`	Probabilistic Relational Reasoning in Semantic Robot Navigation. URSW Walter Toro, Fábio Gagliardi Cozman, Kate Revoredo, Anna Helena Reali Costa
2013	—	`conf`	Ad Network Optimization: Evaluating Linear Relaxations. BRACIS Flavio Sales Truzzi, Valdinei Freire da Silva, Anna Helena Reali Costa, Fábio Gagliardi Cozman
2013	J	`jnl`	Corisco: Robust edgel-based orientation estimation for generic camera models. Image Vis. Comput. Nicolau Leal Werneck, Anna Helena Reali Costa
2013	—	`conf`	Energy cost optimization in water distribution systems using Markov Decision Processes. IGCC Paulo Thiago Fracasso, Frank Stephenson Barnes, Anna Helena Reali Costa
2013	C	`conf`	Reusing Risk-Aware Stochastic Abstract Policies in Robotic Navigation Learning. RoboCup Valdinei Freire da Silva, Marcelo Li Koga, Fábio Gagliardi Cozman, Anna Helena Reali Costa
2013	A	`conf`	Speeding-up reinforcement learning through abstraction and transfer learning. AAMAS Marcelo Li Koga, Valdinei Freire da Silva, Fábio Gagliardi Cozman, Anna Helena Reali Costa
2012	—	`conf`	Finding Memoryless Probabilistic Relational Policies for Inter-task Reuse. IPMU (2) Valdinei Freire da Silva, Fernando A. Pereira, Anna Helena Reali Costa
2012	A	`conf`	Heuristically Accelerated Reinforcement Learning: Theoretical and Experimental Results. ECAI Reinaldo A. C. Bianchi, Carlos H. C. Ribeiro, Anna Helena Reali Costa
2011	—	`conf`	A Geometric Approach to Find Nondominated Policies to Imprecise Reward MDPs. ECML/PKDD (1) Valdinei Freire da Silva, Anna Helena Reali Costa
2011	—	`conf`	Simultaneous Abstract and Concrete Reinforcement Learning. SARA Tiago Matos, Yannick Plaino Bergamo, Valdinei Freire da Silva, Fábio Gagliardi Cozman, Anna Helena Reali Costa
2011	—	`conf`	Stochastic Abstract Policies for Knowledge Transfer in Robotic Navigation Tasks. MICAI (1) Tiago Matos, Yannick Plaino Bergamo, Valdinei Freire da Silva, Anna Helena Reali Costa
2010	J	`jnl`	Mapping with Monocular Vision in Two Dimensions. Int. J. Nat. Comput. Res. Nicolau Leal Werneck, Anna Helena Reali Costa
2009	J	`jnl`	Compulsory Flow Q-Learning: an RL algorithm for robot navigation based on partial-policy and macro-states. J. Braz. Comput. Soc. Valdinei Freire da Silva, Anna Helena Reali Costa
2009	J	`jnl`	General detection model in cooperative multirobot localization. J. Braz. Comput. Soc. Valguima Victoria Viana Aguiar Odakura, Reinaldo Augusto da Costa Bianchi, Anna Helena Reali Costa
2009	J	`jnl`	WBLS: A signal presence-based Wi-Fi localisation system for mobile devices in smart environments. Int. J. Knowl. Based Intell. Eng. Syst. André Iasi Moura, Carlos Henrique Costa Ribeiro, Anna Helena Reali Costa
2008	—	`conf`	A Learning Function for Parameter Reduction in Spiking Neural Networks with Radial Basis Function. SBIA Alexandre da Silva Simões, Anna Helena Reali Costa
2008	J	`jnl`	Accelerating autonomous learning by using heuristic selection of actions. J. Heuristics Reinaldo A. C. Bianchi, Carlos H. C. Ribeiro, Anna Helena Reali Costa
2008	J	`jnl`	Hybrid and Incremental Fuzzy Learning for Human Skin Detection. Int. J. Pattern Recognit. Artif. Intell. Waldemar Bonventi Jr., Anna Helena Reali Costa
2007	—	`ch.`	A Hybrid Adaptive Architecture for Mobile Robots Based on Reactive Behaviours. Mobile Robots Antonio Henrique Pinto Selvatici, Anna Helena Reali Costa
2007	A	`conf`	Eliciting preferences over observed behaviours based on relative evaluations. IROS Valdinei Freire da Silva, Pedro U. Lima, Anna Helena Reali Costa
2007	A	`conf`	Fast loopy belief propagation for topological Sam. IROS Antonio Henrique Pinto Selvatici, Anna Helena Reali Costa
2007	C	`conf`	Heuristic Reinforcement Learning Applied to RoboCup Simulation Agents. RoboCup Luiz A. Celiberto, Carlos H. C. Ribeiro, Anna Helena Reali Costa, Reinaldo A. C. Bianchi
2007	A*	`conf`	Heuristic Selection of Actions in Multiagent Reinforcement Learning. IJCAI Reinaldo A. C. Bianchi, Carlos H. C. Ribeiro, Anna Helena Reali Costa
2006	A*	`conf`	Inverse Reinforcement Learning with Evaluation. ICRA Valdinei Freire da Silva, Anna Helena Reali Costa, Pedro U. Lima
2006	—	`conf`	Negative Information in Cooperative Multirobot Localization. IBERAMIA-SBIA Valguima Odakura, Anna Helena Reali Costa
2005	C	`conf`	A Hybrid Adaptive Architecture for Mobile Robots Based on Reactive Behaviors. HIS Antonio Henrique Pinto Selvatici, Anna Helena Reali Costa
2005	C	`conf`	Cooperative multi-robot localization: using communication to reduce localization error. ICINCO Valguima Odakura, Anna Helena Reali Costa
2004	—	`conf`	Heuristically Accelerated Q-Learning: A New Approach to Speed Up Reinforcement Learning. SBIA Reinaldo A. C. Bianchi, Carlos H. C. Ribeiro, Anna Helena Reali Costa
2002	—	`conf`	Ant-ViBRA: A Swarm Intelligence Approach to Learn Task Coordination. SBIA Reinaldo A. C. Bianchi, Anna Helena Reali Costa
2002	—	`conf`	Comparing Distributed Reinforcement Learning Approaches to Learn Agent Coordination. IBERAMIA Reinaldo A. C. Bianchi, Anna Helena Reali Costa
2002	A	`conf`	Experience generalization for concurrent reinforcement learners: the minimax-QS algorithm. AAMAS Carlos H. C. Ribeiro, Renê Pegoraro, Anna Helena Reali Costa
2002	J	`jnl`	Optimal control of ship unloaders using reinforcement learning. Adv. Eng. Informatics Leonardo Azevedo Scardua, José Jaime Da Cruz, Anna Helena Reali Costa
2001	—	`conf`	Experience Generalization for Multi-Agent Reinforcement Learning. SCCC Renê Pegoraro, Anna Helena Reali Costa, Carlos H. C. Ribeiro
2001	C	`conf`	Implementing Computer Vision Algorithms in Hardware: An FPGA/VHDL-Based Vision System for a Mobile Robot. RoboCup Reinaldo A. C. Bianchi, Anna Helena Reali Costa
2000	—	`conf`	Classificação de Cores por Redes Neurais Usando a Representação HSV. IBERAMIA-SBIA 2000 Open Discussion Track Alexandre da Silva Simões, Anna Helena Reali Costa
2000	—	`conf`	L-VIBRA: Learning the VIBRA Architecture. IBERAMIA-SBIA Anna Helena Reali Costa, Reinaldo A. C. Bianchi
1999	C	`conf`	Learning to Behave by Environment Reinforcement. RoboCup Leonardo Azevedo Scardua, Anna Helena Reali Costa, José Jaime Da Cruz
1998	J	`jnl`	Integrating purposive vision with deliberative and reactive planning: engineering support for robotic applications. J. Braz. Comput. Soc. Anna Helena Reali Costa, C. Rillo, Leliane Nunes de Barros, Reinaldo A. C. Bianchi