1 Ocak 2018 Konferans bildirisi Açık Erişim

Baspinar, Baris; Koyuncu, Emre

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    <subfield code="a">Survivability based Optimal Air Combat Mission Planning with Reinforcement Learning</subfield>
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    <subfield code="a">The mission-threat analysis is the key factor in air combat missions. The strategic success evaluation of a mission is done through survivability assessment. The mission assessment process begins with the modeling of threats in which a hostile environment can be constructed through these models. Then, based on the environment model including stochasticity, an optimum strategy maximizing the aircraft's survivability is obtained. This study proposes a survivability analysis and optimal mission planning methodology using reinforcement learning for an aircraft flying in a human-made and hostile natural environment.</subfield>
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    <subfield code="u">Istanbul Tech Univ, Dept Aeronaut Engn, Istanbul, Turkey</subfield>
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    <subfield code="u">Istanbul Tech Univ, Dept Aeronaut Engn, Istanbul, Turkey</subfield>
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    <subfield code="a">2018 IEEE CONFERENCE ON CONTROL TECHNOLOGY AND APPLICATIONS (CCTA)</subfield>
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