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Survivability based Optimal Air Combat Mission Planning with Reinforcement Learning

Baspinar, Baris; Koyuncu, Emre


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{
  "URL": "https://aperta.ulakbim.gov.tr/record/31943", 
  "abstract": "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.", 
  "author": [
    {
      "family": "Baspinar", 
      "given": " Baris"
    }, 
    {
      "family": "Koyuncu", 
      "given": " Emre"
    }
  ], 
  "id": "31943", 
  "issued": {
    "date-parts": [
      [
        2018, 
        1, 
        1
      ]
    ]
  }, 
  "title": "Survivability based Optimal Air Combat Mission Planning with Reinforcement Learning", 
  "type": "paper-conference"
}
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