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09/15/2023
ASA-SimaaS: Advancing Digital Transformation through Simulation Services in the Brazilian Air Force
This work explores the use of military simulations in predicting and eva...
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04/19/2023
Autonomous Agent for Beyond Visual Range Air Combat: A Deep Reinforcement Learning Approach
This work contributes to developing an agent based on deep reinforcement...
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04/04/2023
Learned Tree Search for Long-Horizon Social Robot Navigation in Shared Airspace
The fast-growing demand for fully autonomous aerial operations in shared...
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11/13/2022
Challenges in Close-Proximity Safe and Seamless Operation of Manned and Unmanned Aircraft in Shared Airspace
We propose developing an integrated system to keep autonomous unmanned a...
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07/09/2022
Supervised Machine Learning for Effective Missile Launch Based on Beyond Visual Range Air Combat Simulations
This work compares supervised machine learning methods using reliable da...
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06/23/2022
ASA: A Simulation Environment for Evaluating Military Operational Scenarios
The Aerospace Simulation Environment (Ambiente de Simulação Aeroespacial...
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12/03/2021
Enhanced Self-Organizing Map Solution for the Traveling Salesman Problem
Using an enhanced Self-Organizing Map method, we provided suboptimal sol...
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11/04/2021
Weapon Engagement Zone Maximum Launch Range Estimation Using a Deep Neural Network
This work investigates the use of a Deep Neural Network (DNN) to perform...
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11/04/2021