Integrating purposive vision with deliberative and reactive planning: engineering support for robotic applications. - Anna Helena Reali Costa; C. Rillo; Leliane Nunes de Barros; Reinaldo A. C. Bianchi (J. Braz. Comput. Soc., 1998)

Learning to Behave by Environment Reinforcement. - Leonardo Azevedo Scardua; Anna Helena Reali Costa; José Jaime Da Cruz (RoboCup, 1999)

L-VIBRA: Learning the VIBRA Architecture. - Anna Helena Reali Costa; Reinaldo A. C. Bianchi (IBERAMIA-SBIA, 2000)

Classificação de Cores por Redes Neurais Usando a Representação HSV. - Alexandre da Silva Simões; Anna Helena Reali Costa (IBERAMIA-SBIA 2000 Open Discussion Track, 2000)

Implementing Computer Vision Algorithms in Hardware: An FPGA/VHDL-Based Vision System for a Mobile Robot. - Reinaldo A. C. Bianchi; Anna Helena Reali Costa (RoboCup, 2001)

Experience Generalization for Multi-Agent Reinforcement Learning. - Renê Pegoraro; Anna Helena Reali Costa; Carlos H. C. Ribeiro (SCCC, 2001)

Experience generalization for concurrent reinforcement learners: the minimax-QS algorithm. - Carlos H. C. Ribeiro; Renê Pegoraro; Anna Helena Reali Costa (AAMAS, 2002)

Comparing Distributed Reinforcement Learning Approaches to Learn Agent Coordination. - Reinaldo A. C. Bianchi; Anna Helena Reali Costa (IBERAMIA, 2002)

Ant-ViBRA: A Swarm Intelligence Approach to Learn Task Coordination. - Reinaldo A. C. Bianchi; Anna Helena Reali Costa (SBIA, 2002)

Optimal control of ship unloaders using reinforcement learning. - Leonardo Azevedo Scardua; José Jaime Da Cruz; Anna Helena Reali Costa (Adv. Eng. Informatics, 2002)

Heuristically Accelerated Q-Learning: A New Approach to Speed Up Reinforcement Learning. - Reinaldo A. C. Bianchi; Carlos H. C. Ribeiro; Anna Helena Reali Costa (SBIA, 2004)

A Hybrid Adaptive Architecture for Mobile Robots Based on Reactive Behaviors. - Antonio Henrique Pinto Selvatici; Anna Helena Reali Costa (HIS, 2005)

Cooperative multi-robot localization: using communication to reduce localization error. - Valguima Odakura; Anna Helena Reali Costa (ICINCO, 2005)

Negative Information in Cooperative Multirobot Localization. - Valguima Odakura; Anna Helena Reali Costa (IBERAMIA-SBIA, 2006)

Inverse Reinforcement Learning with Evaluation. - Valdinei Freire da Silva; Anna Helena Reali Costa; Pedro U. Lima (ICRA, 2006)

Heuristic Selection of Actions in Multiagent Reinforcement Learning. - Reinaldo A. C. Bianchi; Carlos H. C. Ribeiro; Anna Helena Reali Costa (IJCAI, 2007)

Fast loopy belief propagation for topological Sam. - Antonio Henrique Pinto Selvatici; Anna Helena Reali Costa (IROS, 2007)

Eliciting preferences over observed behaviours based on relative evaluations. - Valdinei Freire da Silva; Pedro U. Lima; Anna Helena Reali Costa (IROS, 2007)

Heuristic Reinforcement Learning Applied to RoboCup Simulation Agents. - Luiz A. Celiberto; Carlos H. C. Ribeiro; Anna Helena Reali Costa; Reinaldo A. C. Bianchi (RoboCup, 2007)

A Hybrid Adaptive Architecture for Mobile Robots Based on Reactive Behaviours. - Antonio Henrique Pinto Selvatici; Anna Helena Reali Costa (Mobile Robots, 2007)

A Learning Function for Parameter Reduction in Spiking Neural Networks with Radial Basis Function. - Alexandre da Silva Simões; Anna Helena Reali Costa (SBIA, 2008)

Accelerating autonomous learning by using heuristic selection of actions. - Reinaldo A. C. Bianchi; Carlos H. C. Ribeiro; Anna Helena Reali Costa (J. Heuristics, 2008)

Hybrid and Incremental Fuzzy Learning for Human Skin Detection. - Waldemar Bonventi Jr.; Anna Helena Reali Costa (Int. J. Pattern Recognit. Artif. Intell., 2008)

Fast Vertical Line Correspondence Between Images for Mobile Robot Localization. - Roberto J. G. Barra; Carlos H. C. Ribeiro; Anna H. R. Costa (SyRoCo, 2009)

Combining Conflicting and Confirmatory Information for Map Matching Using Paraconsistent Neural Networks. - Anderson A. Silva; Anna H. R. Costa; Carlos H. C. Ribeiro (SyRoCo, 2009)

General detection model in cooperative multirobot localization. - Valguima Victoria Viana Aguiar Odakura; Reinaldo Augusto da Costa Bianchi; Anna Helena Reali Costa (J. Braz. Comput. Soc., 2009)

Compulsory Flow Q-Learning: an RL algorithm for robot navigation based on partial-policy and macro-states. - Valdinei Freire da Silva; Anna Helena Reali Costa (J. Braz. Comput. Soc., 2009)

WBLS: A signal presence-based Wi-Fi localisation system for mobile devices in smart environments. - André Iasi Moura; Carlos Henrique Costa Ribeiro; Anna Helena Reali Costa (Int. J. Knowl. Based Intell. Eng. Syst., 2009)

Mapping with Monocular Vision in Two Dimensions. - Nicolau Leal Werneck; Anna Helena Reali Costa (Int. J. Nat. Comput. Res., 2010)

Stochastic Abstract Policies for Knowledge Transfer in Robotic Navigation Tasks. - Tiago Matos; Yannick Plaino Bergamo; Valdinei Freire da Silva; Anna Helena Reali Costa (MICAI (1), 2011)

A Geometric Approach to Find Nondominated Policies to Imprecise Reward MDPs. - Valdinei Freire da Silva; Anna Helena Reali Costa (ECML/PKDD (1), 2011)

Simultaneous Abstract and Concrete Reinforcement Learning. - Tiago Matos; Yannick Plaino Bergamo; Valdinei Freire da Silva; Fábio Gagliardi Cozman; Anna Helena Reali Costa (SARA, 2011)

Heuristically Accelerated Reinforcement Learning: Theoretical and Experimental Results. - Reinaldo A. C. Bianchi; Carlos H. C. Ribeiro; Anna Helena Reali Costa (ECAI, 2012)

Finding Memoryless Probabilistic Relational Policies for Inter-task Reuse. - Valdinei Freire da Silva; Fernando A. Pereira; Anna Helena Reali Costa (IPMU (2), 2012)

Speeding-up reinforcement learning through abstraction and transfer learning. - Marcelo Li Koga; Valdinei Freire da Silva; Fábio Gagliardi Cozman; Anna Helena Reali Costa (AAMAS, 2013)

Ad Network Optimization: Evaluating Linear Relaxations. - Flavio Sales Truzzi; Valdinei Freire da Silva; Anna Helena Reali Costa; Fábio Gagliardi Cozman (BRACIS, 2013)

Energy cost optimization in water distribution systems using Markov Decision Processes. - Paulo Thiago Fracasso; Frank Stephenson Barnes; Anna Helena Reali Costa (IGCC, 2013)

Reusing Risk-Aware Stochastic Abstract Policies in Robotic Navigation Learning. - Valdinei Freire da Silva; Marcelo Li Koga; Fábio Gagliardi Cozman; Anna Helena Reali Costa (RoboCup, 2013)

Corisco: Robust edgel-based orientation estimation for generic camera models. - Nicolau Leal Werneck; Anna Helena Reali Costa (Image Vis. Comput., 2013)

Probabilistic Relational Reasoning in Semantic Robot Navigation. - Walter Toro; Fábio Gagliardi Cozman; Kate Revoredo; Anna Helena Reali Costa (URSW, 2014)

A reference process for automating bee species identification based on wing images and digital image processing. - Fabiana Soares Santana; Anna Helena Reali Costa; Flavio Sales Truzzi; Felipe Leno da Silva; Sheila L. Santos; Tiago Mauricio Francoy; Antonio Mauro Saraiva (Ecol. Informatics, 2014)

Heuristically-Accelerated Multiagent Reinforcement Learning. - Reinaldo A. C. Bianchi; Murilo Fernandes Martins; Carlos H. C. Ribeiro; Anna Helena Reali Costa (IEEE Trans. Cybern., 2014)

Comparative Analysis of Abstract Policies to Transfer Learning in Robotics Navigation. - Valdinei Freire da Silva; Anna Helena Reali Costa (AAAI Workshop: Knowledge, Skill, and Behavior Transfer in Autonomous Robots, 2015)

Batch Reinforcement Learning for Smart Home Energy Management. - Heider Berlink; Anna H. R. Costa (IJCAI, 2015)

Aligning RGB-D Point Clouds through Adaptive Integration of Color and Depth Cues. - Juan Carlos Perafan Villota; Anna Helena Reali Costa (LARS/SBR, 2015)

Evaluating classification and feature selection techniques for honeybee subspecies identification using wing images. - Felipe Leno da Silva; Marina Lopes Grassi Sella; Tiago Mauricio Francoy; Anna Helena Reali Costa (Comput. Electron. Agric., 2015)

Evaluation of linear relaxations in Ad Network optimization for online marketing. - Valdinei Freire da Silva; Flavio Sales Truzzi; Anna Helena Reali Costa; Fábio Gagliardi Cozman (J. Braz. Comput. Soc., 2015)

Intelligent Decision-Making for Smart Home Energy Management. - Heider Berlink; Nelson Kagan; Anna Helena Reali Costa (J. Intell. Robotic Syst., 2015)

Stochastic Abstract Policies: Generalizing Knowledge to Improve Reinforcement Learning. - Marcelo Li Koga; Valdinei Freire da Silva; Anna Helena Reali Costa (IEEE Trans. Cybern., 2015)

Towards Knowledge Transfer in Deep Reinforcement Learning. - Ruben Glatt; Felipe Leno da Silva; Anna Helena Reali Costa (BRACIS, 2016)

Object-Oriented Reinforcement Learning in Cooperative Multiagent Domains. - Felipe Leno da Silva; Ruben Glatt; Anna Helena Reali Costa (BRACIS, 2016)

A Framework for Scalable Inference of Temporal Gene Regulatory Networks based on Clustering and Multivariate Analysis. - Ricardo de Souza Jacomini; David Correa Martins Jr.; Felipe Leno da Silva; Anna Helena Reali Costa (BAI@IJCAI, 2016)

Transfer Learning for Multiagent Reinforcement Learning Systems. - Felipe Leno da Silva; Anna Helena Reali Costa (IJCAI, 2016)

Learning Options in Multiobjective Reinforcement Learning. - Rodrigo Cesar Bonini; Felipe Leno da Silva; Anna Helena Reali Costa (AAAI, 2017)

Using Options to Accelerate Learning of New Tasks According to Human Preferences. - Rodrigo Cesar Bonini; Felipe Leno da Silva; Edison Spina; Anna Helena Reali Costa (AAAI Workshops, 2017)

Policy Reuse in Deep Reinforcement Learning. - Ruben Glatt; Anna Helena Reali Costa (AAAI, 2017)

Improving Deep Reinforcement Learning with Knowledge Transfer. - Ruben Glatt; Anna Helena Reali Costa (AAAI, 2017)

Accelerating Multiagent Reinforcement Learning through Transfer Learning. - Felipe Leno da Silva; Anna Helena Reali Costa (AAAI, 2017)

An Advising Framework for Multiagent Reinforcement Learning Systems. - Felipe Leno da Silva; Ruben Glatt; Anna Helena Reali Costa (AAAI, 2017)

Simultaneously Learning and Advising in Multiagent Reinforcement Learning. - Felipe Leno da Silva; Ruben Glatt; Anna Helena Reali Costa (AAMAS, 2017)

Improving Reinforcement Learning Results with Qualitative Spatial Representation. - Thiago Pedro Donadon Homem; Danilo Hernani Perico; Paulo Eduardo Santos; Anna Helena Reali Costa; Reinaldo Augusto da Costa Bianchi (BRACIS, 2017)

Controlling Gene Regulatory Networks with FQI-SARSA. - Cyntia Eico Hayama Nishida; Anna Helena Reali Costa; Reinaldo Augusto da Costa Bianchi (BRACIS, 2017)

Vision-based monte-carlo localization for humanoid soccer robots. - Aislan C. Almeida; Anna H. R. Costa; Reinaldo A. C. Bianchi (LARS/SBR, 2017)

A hybrid approach to learn, retrieve and reuse qualitative cases. - Thiago Pedro Donadon Homem; Danilo H. Perico; Paulo E. Santos; Anna H. R. Costa; Reinaldo A. C. Bianchi; Ramón López de Mántaras (LARS/SBR, 2017)

GeNICE: A Novel Framework for Gene Network Inference by Clustering, Exhaustive Search, and Multivariate Analysis. - Ricardo de Souza Jacomini; David Correa Martins Jr.; Felipe Leno da Silva; Anna Helena Reali Costa (J. Comput. Biol., 2017)

Object-Oriented Curriculum Generation for Reinforcement Learning. - Felipe Leno da Silva; Anna Helena Reali Costa (AAMAS, 2018)

A Framework to Discover and Reuse Object-Oriented Options in Reinforcement Learning. - Rodrigo Cesar Bonini; Felipe Leno da Silva; Ruben Glatt; Edison Spina; Anna Helena Reali Costa (BRACIS, 2018)

Control of Gene Regulatory Networks Basin of Attractions with Batch Reinforcement Learning. - Cyntia Eico Hayama Nishida; Anna Helena Reali Costa; Reinaldo Augusto da Costa Bianchi (BRACIS, 2018)

Autonomously Reusing Knowledge in Multiagent Reinforcement Learning. - Felipe Leno da Silva; Matthew E. Taylor; Anna Helena Reali Costa (IJCAI, 2018)

Pairwise registration in indoor environments using adaptive combination of 2D and 3D cues. - Juan Carlos Perafan Villota; Felipe Leno da Silva; Ricardo de Souza Jacomini; Anna Helena Reali Costa (Image Vis. Comput., 2018)

Dialogue Management with Deep Reinforcement Learning: Balancing Exploration and Exploitation. - Bruno Nishimoto; Anna Helena Reali Costa (BRACIS, 2019)

Building Self-Play Curricula Online by Playing with Expert Agents in Adversarial Games. - Felipe Leno da Silva; Anna Helena Reali Costa; Peter Stone 001 (BRACIS, 2019)

Introduction to the Special Section on Artificial Intelligence for Smart Systems. - Imran Sarwar Bajwa; Anna Helena Reali Costa; Jamal Bentahar (Comput. Electr. Eng., 2019)

A Survey on Transfer Learning for Multiagent Reinforcement Learning Systems. - Felipe Leno da Silva; Anna Helena Reali Costa (J. Artif. Intell. Res., 2019)

MOO-MDP: An Object-Oriented Representation for Cooperative Multiagent Reinforcement Learning. - Felipe Leno da Silva; Ruben Glatt; Anna Helena Reali Costa (IEEE Trans. Cybern., 2019)

DeepBT and NLP Data Augmentation Techniques: A New Proposal and a Comprehensive Study. - Taynan Maier Ferreira; Anna Helena Reali Costa (BRACIS, 2020)

Agents teaching agents: a survey on inter-agent transfer learning. - Felipe Leno da Silva; Garrett Warnell; Anna Helena Reali Costa; Peter Stone 001 (Auton. Agents Multi Agent Syst., 2020)

Navigation in Restricted Channels Under Environmental Conditions: Fast-Time Simulation by Asynchronous Deep Reinforcement Learning. - José Amendola; Lucas S. Miura; Anna Helena Reali Costa; Fábio Gagliardi Cozman; Eduardo Aoun Tannuri (IEEE Access, 2020)

Qualitative case-based reasoning and learning. - Thiago Pedro Donadon Homem; Paulo Eduardo Santos; Anna Helena Reali Costa; Reinaldo Augusto da Costa Bianchi; Ramón López de Mántaras (Artif. Intell., 2020)

A framework to shift basins of attraction of gene regulatory networks through batch reinforcement learning. - Cyntia Eico Hayama Nishida; Reinaldo Augusto da Costa Bianchi; Anna Helena Reali Costa (Artif. Intell. Medicine, 2020)

Combining novelty and popularity on personalised recommendations via user profile learning. - Ricardo Mitollo Bertani; Reinaldo A. C. Bianchi; Anna Helena Reali Costa (Expert Syst. Appl., 2020)

DECAF: Deep Case-based Policy Inference for knowledge transfer in Reinforcement Learning. - Ruben Glatt; Felipe Leno da Silva; Reinaldo Augusto da Costa Bianchi; Anna Helena Reali Costa (Expert Syst. Appl., 2020)

Guest Editorial. - Imran Sarwar Bajwa; George Roussos; Anna Helena Reali Costa; William I. Grosky (J. Ambient Intell. Smart Environ., 2020)

Coordination of Electric Vehicle Charging Through Multiagent Reinforcement Learning. - Felipe Leno da Silva; Cyntia Eico Hayama Nishida; Diederik M. Roijers; Anna Helena Reali Costa (IEEE Trans. Smart Grid, 2020)

DEEPAGÉ: Answering Questions in Portuguese About the Brazilian Environment. - Flávio Nakasato Cação; Marcos Menon José; André Seidel Oliveira; Stefano Spindola; Anna Helena Reali Costa; Fábio Gagliardi Cozman (BRACIS (2), 2021)

Slot Sharing Mechanism in Multi-domain Dialogue Systems. - Bruno Eidi Nishimoto; Anna Helena Reali Costa (BRACIS (1), 2021)

Pirá: A Bilingual Portuguese-English Dataset for Question-Answering about the Ocean. - André F. A. Paschoal; Paulo Pirozelli; Valdinei Freire; Karina Valdivia Delgado; Sarajane M. Peres; Marcos M. José; Flávio Nakasato Cação; André Seidel Oliveira; Anarosa A. F. Brandão; Anna H. R. Costa; Fábio Gagliardi Cozman (CIKM, 2021)

Intelligent trading systems: a sentiment-aware reinforcement learning approach. - Francisco Caio Lima Paiva; Leonardo Kanashiro Felizardo; Reinaldo Augusto da Costa Bianchi; Anna Helena Reali Costa (ICAIF, 2021)

Contextualised Word Embeddings Based on Transfer Learning to Dialogue Response Generation: a Proposal and Comparisons. - Thomaz Calasans; Anna Helena Reali Costa; Eduardo Raul Hruschka (ISEEIE, 2021)

Answer Selection Using Reinforcement Learning for Complex Question Answering on the Open Domain. - Angel Felipe Magnossão de Paula; Roberto Fray da Silva; Bruno Eidi Nishimoto; Carlos Eduardo Cugnasca; Anna Helena Reali Costa (ISEEIE, 2021)

Using Neural Network Approaches to Detect Mooring Line Failure. - Amir Muhammed Saad; Florian Schopp; Rodrigo A. Barreira; Ismael H. F. dos Santos; Eduardo Aoun Tannuri; Edson S. Gomi; Anna H. R. Costa (IEEE Access, 2021)

PLSUM: Generating PT-BR Wikipedia by Summarizing Multiple Websites. - André Seidel Oliveira; Anna Helena Reali Costa (CoRR, 2021)

DEBACER: a method for slicing moderated debates. - 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 (CoRR, 2021)

Transfer Learning for Multiagent Reinforcement Learning Systems - Felipe Leno da Silva; Anna Helena Reali Costa (Morgan & Claypool Publishers, 2021)

Augmenting a Physics-Informed Neural Network for the 2D Burgers Equation by Addition of Solution Data Points. - 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 (BRACIS (2), 2022)

ZeroBERTo: Leveraging Zero-Shot Text Classification by Topic Modeling. - Alexandre Alcoforado; Thomas Palmeira Ferraz; Rodrigo Gerber; Enzo Bustos; André Seidel Oliveira; Bruno Miguel Veloso; Fábio Levy Siqueira; Anna Helena Reali Costa (PROPOR, 2022)

Tracking Environmental Policy Changes in the Brazilian Federal Official Gazette. - Flávio Nakasato Cação; Anna Helena Reali Costa; Natalie Unterstell; Liuca Yonaha; Taciana Stec; Fábio Ishisaki (PROPOR, 2022)

PTT5-Paraphraser: Diversity and Meaning Fidelity in Automatic Portuguese Paraphrasing. - Lucas Francisco Amaral Orosco Pellicer; Paulo Pirozelli; Anna Helena Reali Costa; Alexandre Inoue (PROPOR, 2022)

Neural Network Meta-Models for FPSO Motion Prediction From Environmental Data With Different Platform Loads. - Lucas P. Cotrim; Rodrigo A. Barreira; Ismael H. F. dos Santos; Edson S. Gomi; Anna Helena Reali Costa; Eduardo Aoun Tannuri (IEEE Access, 2022)

Modeling Oceanic Variables with Dynamic Graph Neural Networks. - Caio F. D. Netto; Marcel R. de Barros; Jefferson F. Coelho; Lucas P. de Freitas; Felipe M. Moreno; Marlon S. Mathias; Marcelo Dottori; Fábio G. Cozman; Anna H. R. Costa; Edson S. Gomi; Eduardo Aoun Tannuri (CoRR, 2022)

Enhancing Oceanic Variables Forecast in the Santos Channel by Estimating Model Error with Random Forests. - Felipe M. Moreno; Caio F. D. Netto; Marcel R. de Barros; Jefferson F. Coelho; Lucas P. de Freitas; Marlon S. Mathias; Luiz A. Schiaveto Neto; Marcelo Dottori; Fábio G. Cozman; Anna H. R. Costa; Edson S. Gomi; Eduardo Aoun Tannuri (CoRR, 2022)

The BLue Amazon Brain (BLAB): A Modular Architecture of Services about the Brazilian Maritime Territory. - Paulo Pirozelli; Ais B. R. Castro; Ana Luiza C. de Oliveira; André Seidel Oliveira; Flávio Nakasato Cação; Igor Cataneo Silveira; João G. M. Campos; Laura C. Motheo; Leticia F. Figueiredo; Lucas Francisco Amaral Orosco Pellicer; Marcelo A. José; Marcos M. José; et al. (CoRR, 2022)

Reinforcement Learning Applied to Trading Systems: A Survey. - Leonardo Kanashiro Felizardo; Francisco Caio Lima Paiva; Anna Helena Reali Costa; Emilio Del-Moral-Hernandez (CoRR, 2022)

A Physics-Informed Neural Network to Model Port Channels. - Marlon S. Mathias; Marcel R. de Barros; Jefferson F. Coelho; Lucas P. de Freitas; Felipe M. Moreno; Caio F. D. Netto; Fábio G. Cozman; Anna H. R. Costa; Eduardo Aoun Tannuri; Edson S. Gomi; Marcelo Dottori (CoRR, 2022)

Outperforming algorithmic trading reinforcement learning systems: A supervised approach to the cryptocurrency market. - Leonardo Kanashiro Felizardo; Francisco Caio Lima Paiva; Catharine de Vita Graves; Elia Yathie Matsumoto; Anna Helena Reali Costa; Emilio Del-Moral-Hernandez; Paolo Brandimarte (Expert Syst. Appl., 2022)

Embracing Data Irregularities in Multivariate Time Series with Recurrent and Graph Neural Networks. - Marcel Rodrigues de Barros; Thiago Lizier Rissi; Eduardo Faria Cabrera; Eduardo Aoun Tannuri; Edson Satoshi Gomi; Rodrigo A. Barreira; Anna Helena Reali Costa (BRACIS (1), 2023)

Improving Zero-Shot Inference with Unsupervised Key-Sentences Extraction. - Lucas Francisco Amaral Orosco Pellicer; Anna Helena Reali Costa (ICSC, 2023)

Data augmentation techniques in natural language processing. - Lucas Francisco Amaral Orosco Pellicer; Taynan Maier Ferreira; Anna Helena Reali Costa (Appl. Soft Comput., 2023)

Augmenting a Physics-Informed Neural Network for the 2D Burgers Equation by Addition of Solution Data Points. - 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 (CoRR, 2023)

Early Detection of Extreme Storm Tide Events Using Multimodal Data Processing. - 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; et al. (AAAI, 2024)

Improving LLMs' Reasoning and Planning with Finite-State Machines. - Eduardo Faria Cabrera; Marcel Rodrigues de Barros; Anna Helena Reali Costa (BRACIS (2), 2024)

RLPortfolio: Reinforcement Learning for Financial Portfolio Optimization. - Caio de Souza Barbosa Costa; Anna Helena Reali Costa (BRACIS (3), 2024)

Effective Layer Pruning Through Similarity Metric Perspective. - Ian Pons; Bruno Yamamoto; Anna Helena Reali Costa; Artur Jordão (ICPR (5), 2024)

A Digital Twin System for Oil And Gas Industry: A Use Case on Mooring Lines Integrity Monitoring. - 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; et al. (MoDELS (Companion), 2024)

From Random to Informed Data Selection: A Diversity-Based Approach to Optimize Human Annotation and Few-Shot Learning. - Alexandre Alcoforado; Lucas Hideki Okamura; Israel Campos Fama; Bárbara Fernandes Dias Bueno; Arnold Moya Lavado; Thomas Palmeira Ferraz; Bruno Veloso; Anna Helena Reali Costa (PROPOR (1), 2024)

No Argument Left Behind: Overlapping Chunks for Faster Processing of Arbitrarily Long Legal Texts. - Israel Campos Fama; Bárbara Dias Bueno; Alexandre Alcoforado; Thomas Palmeira Ferraz; Arnold Moya Lavado; Anna Helena Reali Costa (CoRR, 2024)

Benchmarks for Pirá 2.0, a Reading Comprehension Dataset about the Ocean, the Brazilian Coast, and Climate Change. - Paulo Pirozelli; Marcos M. José; Igor Cataneo Silveira; Flávio Nakasato Cação; Sarajane M. Peres; Anarosa A. F. Brandão; Anna H. R. Costa; Fábio G. Cozman (Data Intell., 2024)

Layer Pruning With Consensus: A Triple-Win Solution. - Leandro Giusti Mugnaini; Carolina Tavares Duarte; Anna Helena Reali Costa; Artur Jordão (IEEE Access, 2025)

Improving current forecast by Leveraging Measured Data and numerical models via LiESNs. - 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 (Environ. Model. Softw., 2025)

Estratégias de Seleção Informada de Dados para Aprendizado com Dados Escassos e Desbalanceados. - Alexandre Alcoforado; Lucas Hideki Okamura; Thomas Palmeira Ferraz; Israel Campos Fama; Bárbara Dias Bueno; Bruno Miguel Veloso; Anna Helena Reali Costa (Linguamática, 2025)

Efficient LLMs with AMP: Attention Heads and MLP Pruning. - Leandro Giusti Mugnaini; Bruno Yamamoto; Lucas Lauton de Alcantara; Victor Zacarias; Edson Bollis; Lucas F. A. O. Pellicer; Anna Helena Reali Costa; Artur Jordão (CoRR, 2025)

Improving Fairness in LLMs Through Testing-Time Adversaries. - Isabela Pereira Gregio; Ian Pons; Anna Helena Reali Costa; Artur Jordão (CoRR, 2025)

Pruning Everything, Everywhere, All at Once. - Gustavo Henrique do Nascimento; Ian Pons; Anna Helena Reali Costa; Artur Jordão (CoRR, 2025)

One Period to Rule Them All: Identifying Critical Learning Periods in Deep Networks. - Vinicius Yuiti Fukase; Heitor Gama; Bárbara Dias Bueno; Lucas Libanio; Anna Helena Reali Costa; Artur Jordão (CoRR, 2025)