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Cooperative c-Marking Agents for the Foraging Problem

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  • معلومة اضافية
    • Contributors:
      جامعة 8 مايو 45، قالمة الجزائر = Université du 8 mai 1945 Guelma Algérie = University 8 mai 1945 Guelma Algeria; Laboratoire d'Informatique Avancée de Saint-Denis (LIASD); Université Paris 8 Vincennes-Saint-Denis (UP8)
    • بيانات النشر:
      HAL CCSD
    • الموضوع:
      2012
    • Collection:
      Université Paris Lumières: HAL
    • الموضوع:
    • نبذة مختصرة :
      International audience ; We consider the problem of foraging with multiple agents, in which agents must collect disseminate resources in an unknown and complex environment. So far, reactive multi-agent systems have been proposed, where agents can perform simultaneously exploration and path planning. In this work, we aim to decrease exploration and foraging time by increasing the level of cooperation between agents; to this end, we present in this paper a novel pheromone modeling in which pheromone's propagation and evaporation are managed by agents. As in c-marking agents, our agents are provided with very limited perceptions, and they can mark their environment. Simulation results demonstrate that the proposed model outperforms the c-marking agent-based systems in a foraging mission.
    • Relation:
      hal-02316452; https://hal.science/hal-02316452; https://hal.science/hal-02316452/document; https://hal.science/hal-02316452/file/cooperative_cmarking_2012.pdf
    • الدخول الالكتروني :
      https://hal.science/hal-02316452
      https://hal.science/hal-02316452/document
      https://hal.science/hal-02316452/file/cooperative_cmarking_2012.pdf
    • Rights:
      info:eu-repo/semantics/OpenAccess
    • الرقم المعرف:
      edsbas.56B0C100