基于增强型双向通信（COMBI）的人类自主协作（HAT）.pdf

1、Human Autonomy Teaming(HAT)based on an enhanced Bidirectional Communication(COMBI)The value for cockpit operations2OPENThe need of assistance in cockpit operations*XAI:Explainable AIPilots must manage complex situations(bad weather,complicated terrain,dense traffic,technical failures,human errors,et

2、c.)To solve these problems,Intelligent Assistance Functions are being developed.But all that efficiency is threatened when there is a communication breakdown between operator and technology,because of:Unpredictable failure(system)Unpredictable event(situation/environment)Operator cognitive resources

3、 impairment(fatigue,illness,ageing,)The operator doesnt know what the system is doingThe system cant figure out what the operator wants No HMI is designed to resolve that situation3OPENHow to reduce COMPLEXITY?Maintain human in/on the loop when AI is used in the cockpit management by the highest lev

4、el of abstraction,the one relative to pilots INTENTIONS an easy human/machine bidirectional dialogue (translation in same semantic field and explainability)NEW4OPENBidirectional Communication(COMBI)for HATOperator Semantic levelMachine Semantic levelOperator Semantic levelMachine Semantic levelAuton

5、omy/AI based function/Complex functionCOMBI is an interpreter between pilots and Intelligent Systems,to facilitate mission management,using the highest level of abstraction,the one relative to pilots INTENTIONS(cost,green,comfort,etc.).*XAI:Explainable AI5OPENHAIKU Project:The need of assistance in

6、cockpit operationsPunctualityMission economy(cost index)Green OpperationsSAFETYWhat are operational intentions in commercial aviation?What complexity level to justify an assistance?What system architecture is need to ensure performance and