• DocumentCode
    2760469
  • Title

    Action planning for autonomous agents based on neuropsychoanalytical concepts

  • Author

    Perner, Andreas ; Roesener, Charlotte ; Doblhammer, Klaus ; Bruckner, Dietmar

  • Author_Institution
    Inst. of Comput. Technol., Vienna Univ. of Technol., Vienna, Austria
  • fYear
    2011
  • fDate
    27-30 June 2011
  • Firstpage
    779
  • Lastpage
    784
  • Abstract
    Action planning methods for autonomous agents are necessary to successfully perform tasks and purposely achieve goals within the agent´s environment. Based on already existing knowledge about the environment, action sequences are built. Development of actions is important for autonomous systems because the possibility of action generation determines the degree of freedom to act within an environment. This article introduces an action planning system for autonomous agents based on neuropsychoanalytical concepts of the human psyche. Based on a technically implementable model of the human mind, an action planning system is modeled and implemented to create a planning system for technical applications. The result is a flexible system that is able to create action sequences purposely achieving goals within the agent´s environment. The system can be compared to the human planning process and is the first homogenous work in the field of Artificial Intelligence completely based on consistent and unambiguous concepts about the human mind. To test the developed model, a simulation environment is used where agents controlled by an implementation of the model have to fulfill use cases.
  • Keywords
    artificial intelligence; action planning system; action sequences; artificial intelligence; autonomous agents; human mind; neuropsychoanalytical concepts; Adaptation models; Artificial intelligence; Autonomous agents; Computational modeling; Humans; Planning; action planning; artificial intelligence; biomimetics; neuropsychoanalysis; reasoning unit;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Electronics (ISIE), 2011 IEEE International Symposium on
  • Conference_Location
    Gdansk
  • ISSN
    Pending
  • Print_ISBN
    978-1-4244-9310-4
  • Electronic_ISBN
    Pending
  • Type

    conf

  • DOI
    10.1109/ISIE.2011.5984257
  • Filename
    5984257