Joao P. A. Dantas

26 papers Misc 1Journal 20Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
AsaFG: A Human-in-the-Loop Integration Module for Air Combat Simulations.
IEEE Access
Samara R. Silva, Vitor Conrado Faria Gomes, Alessandro O. Arantes, André Francisco Morielo Caetano, Victor L. D. B. Costa, Adrisson R. Samersla, Felipe L. L. Medeiros, Yuri D. Ferreira, Marcia Rodrigues Campos de Aquino, Joao P. A. Dantas
2025 J jnl
Autonomous Aircraft Tactical Pop-Up Attack Using Imitation and Generative Learning.
IEEE Access
Joao P. A. Dantas, Marcos R. O. A. Máximo, Takashi Yoneyama
2025 J jnl
Deep Reinforcement Learning Agents With Collective Situational Awareness for Beyond Visual Range Air Combat.
IEEE Access
Joao P. A. Dantas, Felipe L. L. Medeiros, Adrisson R. Samersla, Pedro L. R. Botelho, Vitor Conrado Faria Gomes, Samara R. Silva, Yuri D. Ferreira, Alessandro O. Arantes, Marcia Rodrigues Campos de Aquino, Marcos R. O. A. Máximo
2025 J jnl
Simulation and Machine Learning in Beyond Visual Range Air Combat: A Survey.
IEEE Access
Andre N. Costa, Joao P. A. Dantas, Edvards Scukins, Felipe L. L. Medeiros, Petter Ögren
2024 — conf
AsaPy: A Python Library for Aerospace Simulation Analysis.
SIGSIM-PADS
Joao P. A. Dantas, Samara R. Silva, Vitor Conrado Faria Gomes, Andre N. Costa, Adrisson R. Samersla, Diego Geraldo, Marcos R. O. A. Máximo, Takashi Yoneyama
2024 — conf
Loyal Wingman Assessment: Social Navigation for Human-Autonomous Collaboration in Simulated Air Combat.
SIGSIM-PADS
Joao P. A. Dantas, Marcos R. O. A. Máximo, Takashi Yoneyama
2024 J jnl
Loyal Wingman Assessment: Social Navigation for Human-Autonomous Collaboration in Simulated Air Combat.
CoRR
Joao P. A. Dantas, Marcos Ricardo Omena Albuquerque Máximo, Takashi Yoneyama
2024 J jnl
SoRTS: Learned Tree Search for Long Horizon Social Robot Navigation.
IEEE Robotics Autom. Lett.
Ingrid Navarro, Jay Patrikar, Joao P. A. Dantas, Rohan Baijal, Ian Higgins, Sebastian A. Scherer, Jean Oh
2024 J jnl
TartanAviation: Image, Speech, and ADS-B Trajectory Datasets for Terminal Airspace Operations.
CoRR
Jay Patrikar, Joao P. A. Dantas, Brady G. Moon, Milad Moghassem Hamidi, Sourish Ghosh, Nikhil Varma Keetha, Ian Higgins, Atharva Chandak, Takashi Yoneyama, Sebastian A. Scherer
2023 J jnl
ASA-SimaaS: Advancing Digital Transformation through Simulation Services in the Brazilian Air Force.
CoRR
Joao P. A. Dantas, Diego Geraldo, Andre N. Costa, Marcos Ricardo Omena Albuquerque Máximo, Takashi Yoneyama
2023 J jnl
AsaPy: A Python Library for Aerospace Simulation Analysis.
CoRR
Joao P. A. Dantas, Samara R. Silva, Vitor Conrado Faria Gomes, Andre N. Costa, Adrisson R. Samersla, Diego Geraldo, Marcos R. O. A. Máximo, Takashi Yoneyama
2023 — conf
Autonomous Agent for Beyond Visual Range Air Combat: A Deep Reinforcement Learning Approach.
SIGSIM-PADS
Joao P. A. Dantas, Marcos R. O. A. Máximo, Takashi Yoneyama
2023 J jnl
Autonomous Agent for Beyond Visual Range Air Combat: A Deep Reinforcement Learning Approach.
CoRR
Joao P. A. Dantas, Marcos R. O. A. Máximo, Takashi Yoneyama
2023 J jnl
Learned Tree Search for Long-Horizon Social Robot Navigation in Shared Airspace.
CoRR
Ingrid Navarro, Jay Patrikar, Joao P. A. Dantas, Rohan Baijal, Ian Higgins, Sebastian A. Scherer, Jean Oh
2023 J jnl
Real-Time Surface-to-Air Missile Engagement Zone Prediction Using Simulation and Machine Learning.
CoRR
Joao P. A. Dantas, Diego Geraldo, Felipe L. L. Medeiros, Marcos R. O. A. Máximo, Takashi Yoneyama
2023 J jnl
SoRTS: Learned Tree Search for Long Horizon Social Robot Navigation.
CoRR
Ingrid Navarro, Jay Patrikar, Joao P. A. Dantas, Rohan Baijal, Ian Higgins, Sebastian A. Scherer, Jean Oh
2022 J jnl
ASA: A Simulation Environment for Evaluating Military Operational Scenarios.
CoRR
Joao P. A. Dantas, Andre N. Costa, Vitor Conrado Faria Gomes, Andre Rossi Kuroswiski, Felipe L. L. Medeiros, Diego Geraldo
2022 J jnl
Challenges in Close-Proximity Safe and Seamless Operation of Manned and Unmanned Aircraft in Shared Airspace.
CoRR
Jay Patrikar, Joao P. A. Dantas, Sourish Ghosh, Parv Kapoor, Ian Higgins, Jasmine Jerry Aloor, Ingrid Navarro, Jimin Sun, Ben Stoler, Milad Moghassem Hamidi, Rohan Baijal, Brady G. Moon, Jean Oh, Sebastian A. Scherer
2022 J jnl
Enhanced Self-Organizing Map Solution for the Traveling Salesman Problem.
CoRR
Joao P. A. Dantas, Andre N. Costa, Marcos R. O. A. Máximo, Takashi Yoneyama
2022 J jnl
Formation control method based on artificial potential fields for aircraft flight simulation.
Simul.
Andre N. Costa, Felipe L. L. Medeiros, Joao P. A. Dantas, Diego Geraldo, Nei Yoshihiro Soma
2022 Misc conf
Supervised Machine Learning for Effective Missile Launch Based on Beyond Visual Range Air Combat Simulations.
WSC
Joao P. A. Dantas, Andre N. Costa, Felipe L. L. Medeiros, Diego Geraldo, Marcos R. O. A. Máximo, Takashi Yoneyama
2022 J jnl
Supervised Machine Learning for Effective Missile Launch Based on Beyond Visual Range Air Combat Simulations.
CoRR
Joao P. A. Dantas, Andre N. Costa, Felipe L. L. Medeiros, Diego Geraldo, Marcos R. O. A. Máximo, Takashi Yoneyama
2021 — conf
Engagement Decision Support for Beyond Visual Range Air Combat.
LARS/SBR/WRE
Joao P. A. Dantas, Andre N. Costa, Diego Geraldo, Marcos R. O. A. Máximo, Takashi Yoneyama
2021 J jnl
Engagement Decision Support for Beyond Visual Range Air Combat.
CoRR
Joao P. A. Dantas, Andre N. Costa, Diego Geraldo, Marcos R. O. A. Máximo, Takashi Yoneyama
2021 — conf
Weapon Engagement Zone Maximum Launch Range Estimation Using a Deep Neural Network.
BRACIS (2)
Joao P. A. Dantas, Andre N. Costa, Diego Geraldo, Marcos Ricardo Omena Albuquerque Máximo, Takashi Yoneyama
2021 J jnl
Weapon Engagement Zone Maximum Launch Range Estimation Using a Deep Neural Network.
CoRR
Joao P. A. Dantas, Andre N. Costa, Diego Geraldo, Marcos R. O. A. Máximo, Takashi Yoneyama