Anna Helena Reali Costa
Orcid: 0000-0001-7309-4528Affiliations:
- University of Sao Paulo, Brazil
According to our database1,
Anna Helena Reali Costa
authored at least 112 papers
between 1998 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
From Random to Informed Data Selection: A Diversity-Based Approach to Optimize Human Annotation and Few-Shot Learning.
Proceedings of the 16th International Conference on Computational Processing of Portuguese, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Benchmarks for Pirá 2.0, a Reading Comprehension Dataset about the Ocean, the Brazilian Coast, and Climate Change.
CoRR, 2023
Augmenting a Physics-Informed Neural Network for the 2D Burgers Equation by Addition of Solution Data Points.
CoRR, 2023
Appl. Soft Comput., 2023
Proceedings of the 17th IEEE International Conference on Semantic Computing, 2023
Embracing Data Irregularities in Multivariate Time Series with Recurrent and Graph Neural Networks.
Proceedings of the Intelligent Systems - 12th Brazilian Conference, 2023
2022
Outperforming algorithmic trading reinforcement learning systems: A supervised approach to the cryptocurrency market.
Expert Syst. Appl., 2022
The BLue Amazon Brain (BLAB): A Modular Architecture of Services about the Brazilian Maritime Territory.
CoRR, 2022
Enhancing Oceanic Variables Forecast in the Santos Channel by Estimating Model Error with Random Forests.
CoRR, 2022
Neural Network Meta-Models for FPSO Motion Prediction From Environmental Data With Different Platform Loads.
IEEE Access, 2022
PTT5-Paraphraser: Diversity and Meaning Fidelity in Automatic Portuguese Paraphrasing.
Proceedings of the Computational Processing of the Portuguese Language, 2022
Proceedings of the Computational Processing of the Portuguese Language, 2022
Proceedings of the Computational Processing of the Portuguese Language, 2022
Augmenting a Physics-Informed Neural Network for the 2D Burgers Equation by Addition of Solution Data Points.
Proceedings of the Intelligent Systems - 11th Brazilian Conference, 2022
2021
Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers, ISBN: 978-3-031-01591-5, 2021
Answer Selection Using Reinforcement Learning for Complex Question Answering on the Open Domain.
Proceedings of the ISEEIE 2021: International Symposium on Electrical, Electronics and Information Engineering, Seoul Republic of Korea, February 19, 2021
Contextualised Word Embeddings Based on Transfer Learning to Dialogue Response Generation: a Proposal and Comparisons.
Proceedings of the ISEEIE 2021: International Symposium on Electrical, Electronics and Information Engineering, Seoul Republic of Korea, February 19, 2021
Proceedings of the ICAIF'21: 2nd ACM International Conference on AI in Finance, Virtual Event, November 3, 2021
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021
Proceedings of the Intelligent Systems - 10th Brazilian Conference, 2021
Proceedings of the Intelligent Systems - 10th Brazilian Conference, 2021
2020
IEEE Trans. Smart Grid, 2020
<i>DECAF</i>: Deep Case-based Policy Inference for knowledge transfer in Reinforcement Learning.
Expert Syst. Appl., 2020
Combining novelty and popularity on personalised recommendations via user profile learning.
Expert Syst. Appl., 2020
A framework to shift basins of attraction of gene regulatory networks through batch reinforcement learning.
Artif. Intell. Medicine, 2020
Navigation in Restricted Channels Under Environmental Conditions: Fast-Time Simulation by Asynchronous Deep Reinforcement Learning.
IEEE Access, 2020
Auton. Agents Multi Agent Syst., 2020
DeepBT and NLP Data Augmentation Techniques: A New Proposal and a Comprehensive Study.
Proceedings of the Intelligent Systems - 9th Brazilian Conference, 2020
2019
MOO-MDP: An Object-Oriented Representation for Cooperative Multiagent Reinforcement Learning.
IEEE Trans. Cybern., 2019
J. Artif. Intell. Res., 2019
Comput. Electr. Eng., 2019
Building Self-Play Curricula Online by Playing with Expert Agents in Adversarial Games.
Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019
Dialogue Management with Deep Reinforcement Learning: Balancing Exploration and Exploitation.
Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019
2018
Pairwise registration in indoor environments using adaptive combination of 2D and 3D cues.
Image Vis. Comput., 2018
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Control of Gene Regulatory Networks Basin of Attractions with Batch Reinforcement Learning.
Proceedings of the 7th Brazilian Conference on Intelligent Systems, 2018
Proceedings of the 7th Brazilian Conference on Intelligent Systems, 2018
Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018
2017
GeNICE: A Novel Framework for Gene Network Inference by Clustering, Exhaustive Search, and Multivariate Analysis.
J. Comput. Biol., 2017
Proceedings of the 2017 Latin American Robotics Symposium (LARS) and 2017 Brazilian Symposium on Robotics (SBR), 2017
Proceedings of the 2017 Latin American Robotics Symposium (LARS) and 2017 Brazilian Symposium on Robotics (SBR), 2017
Proceedings of the 2017 Brazilian Conference on Intelligent Systems, 2017
Proceedings of the 2017 Brazilian Conference on Intelligent Systems, 2017
Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, 2017
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
Proceedings of the Workshops of the The Thirty-First AAAI Conference on Artificial Intelligence, 2017
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
A Framework for Scalable Inference of Temporal Gene Regulatory Networks based on Clustering and Multivariate Analysis.
Proceedings of the Workshop on Advances in Bioinformatics and Artificial Intelligence: Bridging the Gap co-located with 25th International Joint Conference on Artificial Intelligence (IJCAI 2016), 2016
Proceedings of the 5th Brazilian Conference on Intelligent Systems, 2016
Proceedings of the 5th Brazilian Conference on Intelligent Systems, 2016
2015
Stochastic Abstract Policies: Generalizing Knowledge to Improve Reinforcement Learning.
IEEE Trans. Cybern., 2015
J. Intell. Robotic Syst., 2015
J. Braz. Comput. Soc., 2015
Evaluating classification and feature selection techniques for honeybee subspecies identification using wing images.
Comput. Electron. Agric., 2015
Proceedings of the 12th Latin American Robotics Symposium and 2015 3rd Brazilian Symposium on Robotics, 2015
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
Comparative Analysis of Abstract Policies to Transfer Learning in Robotics Navigation.
Proceedings of the Knowledge, 2015
2014
IEEE Trans. Cybern., 2014
A reference process for automating bee species identification based on wing images and digital image processing.
Ecol. Informatics, 2014
Proceedings of the 10th International Workshop on Uncertainty Reasoning for the Semantic Web (URSW 2014) co-located with the 13th International Semantic Web Conference (ISWC 2014), 2014
2013
Image Vis. Comput., 2013
Proceedings of the RoboCup 2013: Robot World Cup XVII [papers from the 17th Annual RoboCup International Symposium, 2013
Energy cost optimization in water distribution systems using Markov Decision Processes.
Proceedings of the International Green Computing Conference, 2013
Proceedings of the Brazilian Conference on Intelligent Systems, 2013
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013
2012
Proceedings of the Advances on Computational Intelligence, 2012
Heuristically Accelerated Reinforcement Learning: Theoretical and Experimental Results.
Proceedings of the ECAI 2012, 2012
2011
Proceedings of the Ninth Symposium on Abstraction, Reformulation, and Approximation, 2011
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011
Proceedings of the Advances in Artificial Intelligence, 2011
2010
2009
WBLS: A signal presence-based Wi-Fi localisation system for mobile devices in smart environments.
Int. J. Knowl. Based Intell. Eng. Syst., 2009
Compulsory Flow Q-Learning: an RL algorithm for robot navigation based on partial-policy and macro-states.
J. Braz. Comput. Soc., 2009
J. Braz. Comput. Soc., 2009
Combining Conflicting and Confirmatory Information for Map Matching Using Paraconsistent Neural Networks.
Proceedings of the 9th IFAC Symposium on Robot Control, SyRoCo 2009, Gifu, Japan, 2009
Proceedings of the 9th IFAC Symposium on Robot Control, SyRoCo 2009, Gifu, Japan, 2009
2008
Int. J. Pattern Recognit. Artif. Intell., 2008
J. Heuristics, 2008
A Learning Function for Parameter Reduction in Spiking Neural Networks with Radial Basis Function.
Proceedings of the Advances in Artificial Intelligence, 2008
2007
Proceedings of the Mobile Robots: The Evolutionary Approach, 2007
Proceedings of the RoboCup 2007: Robot Soccer World Cup XI, 2007
Proceedings of the 2007 IEEE/RSJ International Conference on Intelligent Robots and Systems, October 29, 2007
Proceedings of the 2007 IEEE/RSJ International Conference on Intelligent Robots and Systems, October 29, 2007
Proceedings of the IJCAI 2007, 2007
2006
Proceedings of the 2006 IEEE International Conference on Robotics and Automation, 2006
Proceedings of the Advances in Artificial Intelligence, 2006
2005
Cooperative multi-robot localization: using communication to reduce localization error.
Proceedings of the ICINCO 2005, 2005
Proceedings of the 5th International Conference on Hybrid Intelligent Systems (HIS 2005), 2005
2004
Heuristically Accelerated Q-Learning: A New Approach to Speed Up Reinforcement Learning.
Proceedings of the Advances in Artificial Intelligence - SBIA 2004, 17th Brazilian Symposium on Artificial Intelligence, São Luis, Maranhão, Brazil, September 29, 2004
2002
Adv. Eng. Informatics, 2002
Proceedings of the Advances in Artificial Intelligence, 2002
Proceedings of the Advances in Artificial Intelligence, 2002
Experience generalization for concurrent reinforcement learners: the minimax-QS algorithm.
Proceedings of the First International Joint Conference on Autonomous Agents & Multiagent Systems, 2002
2001
Proceedings of the 21st International Conference of the Chilean Computer Science Society (SCCC 2001), 2001
Implementing Computer Vision Algorithms in Hardware: An FPGA/VHDL-Based Vision System for a Mobile Robot.
Proceedings of the RoboCup 2001: Robot Soccer World Cup V, 2001
2000
Classificação de Cores por Redes Neurais Usando a Representação HSV.
Proceedings of the International Joint Conference, 2000
Proceedings of the Advances in Artificial Intelligence, 2000
1999
Proceedings of the RoboCup-99: Robot Soccer World Cup III, 1999
1998
Integrating purposive vision with deliberative and reactive planning: engineering support for robotic applications.
J. Braz. Comput. Soc., 1998