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Joao P. A. Dantas
Joao P. A. Dantas
Institute for Advanced Studies
Verified email at fab.mil.br - Homepage
Title
Cited by
Cited by
Year
Engagement Decision Support for Beyond Visual Range Air Combat
JPA Dantas, AN Costa, D Geraldo, MROA Maximo, T Yoneyama
2021 Latin American Robotics Symposium (LARS), 2021 Brazilian Symposium on …, 2021
232021
ASA: A Simulation Environment for Evaluating Military Operational Scenarios
J Dantas, AN Costa, VCF Gomes, AR Kuroswiski, FLL Medeiros, ...
arXiv preprint arXiv:2207.12084, 2022
172022
Weapon Engagement Zone Maximum Launch Range Estimation using a Deep Neural Network
JPA Dantas, AN Costa, D Geraldo, MROA Maximo, T Yoneyama
Brazilian Conference on Intelligent Systems, 193-207, 2021
162021
Supervised machine learning for effective missile launch based on beyond visual range air combat simulations
JPA Dantas, AN Costa, FLL Medeiros, D Geraldo, MROA Maximo, ...
2022 Winter Simulation Conference (WSC), 1990-2001, 2022
152022
Machine Learning to Improve Situational Awareness in Beyond Visual Range Air Combat
JPA Dantas, MROA Maximo, AN Costa, D Geraldo, T Yoneyama, ...
IEEE Latin America Transactions 20 (8), 2039–2045, 2022
112022
Formation control method based on artificial potential fields for aircraft flight simulation
AN Costa, FLL Medeiros, JPA Dantas, D Geraldo, NY Soma
Simulation 98 (7), 575-595, 2022
92022
Apoio à decisão para o combate aéreo além do alcance visual: uma abordagem por redes neurais artificiais
JPA Dantas
Master's Thesis, 2018
92018
SoRTS: Learned Tree Search for Long Horizon Social Robot Navigation
I Navarro, J Patrikar, JPA Dantas, R Baijal, I Higgins, S Scherer, J Oh
IEEE Robotics and Automation Letters, 2024
8*2024
Challenges in Close-Proximity Safe and Seamless Operation of Manned and Unmanned Aircraft in Shared Airspace
J Patrikar, JPA Dantas, S Ghosh, P Kapoor, I Higgins, JJ Aloor, I Navarro, ...
82022
ASA-SimaaS: advancing digital transformation through simulation services in the Brazilian air force
J Dantas, D Geraldo, AN Costa, MROA Maximo, T Yoneyama
arXiv preprint arXiv:2309.08680, 2023
72023
AsaPy: A Python Library for Aerospace Simulation Analysis
JPA Dantas, SR Silva, VCF Gomes, AN Costa, AR Samersla, D Geraldo, ...
arXiv preprint arXiv:2310.00001, 2023
42023
Modelo de simulação aplicado às missões de transporte na região amazônica
JP de Andrade Dantas, CA de Melo Silvestre
Aplicações Operacionais em Áreas de Defesa 21, 10-15, 2020
42020
Real-time surface-to-air missile engagement zone prediction using simulation and machine learning
J Dantas, D Geraldo, FLL Medeiros, MROA Maximo, T Yoneyama
arXiv preprint arXiv:2311.11905, 2023
32023
Autonomous agent for beyond visual range air combat: A deep reinforcement learning approach
JPA Dantas, MROA Maximo, T Yoneyama
Proceedings of the 2023 ACM SIGSIM Conference on Principles of Advanced …, 2023
32023
Enhanced self-organizing map solution for the traveling salesman problem
J Dantas, AN Costa, MROA Maximo, T Yoneyama
arXiv preprint arXiv:2201.07208, 2021
32021
TartanAviation: Image, Speech, and ADS-B Trajectory Datasets for Terminal Airspace Operations
J Patrikar, J Dantas, B Moon, M Hamidi, S Ghosh, N Keetha, I Higgins, ...
arXiv preprint arXiv:2403.03372, 2024
22024
PoKER: a probability of kill estimation rate model for air-to-air missiles using machine learning on stochastic targets
JPA Dantas, AN Costa, D Geraldo, MROA Maximo, T Yoneyama
The Journal of Defense Modeling and Simulation, 15485129241309675, 2025
2025
Manobra Winding: Defesa Contra Mísseis Passivos e Semiativos Superfície-Ar
M Viscardi Filho, J Dantas, D Geraldo, A Pássaro
Aplicações Operacionais em Áreas de Defesa 25 (1), 12-17, 2024
2024
Aprendizado de Máquina para a Otimização da Obtenção de Resultados em Simulações de Defesa Aeroespacial
LS Lima, RH Giannico, DDC Brito, AGS Dantas, JPDA Dantas
Congresso Acadêmico sobre Defesa Nacional, Rio de Janeiro, RJ. DOI: 10.5281 …, 2024
2024
Loyal Wingman Assessment: Social Navigation for Human-Autonomous Collaboration in Simulated Air Combat
JPA Dantas, MROA Maximo, T Yoneyama
Proceedings of the 38th ACM SIGSIM Conference on Principles of Advanced …, 2024
2024
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