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Auflistung nach Schlagwort "Agent"

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  • Konferenzbeitrag
    Towards Collaborative Service Level Agreement Negotiation
    (Grid service engineering and management – the 4th international conference on grid service engineering and management – GSEM 2007, 2007) He, Qiang; Yan, Jun; Yang, Yun; Kowalczyk, Ryszard; Jin, Hai
    A critical issue in the Service Level Agreement management for service composition is to control the relationship between the composite service and the component services in the negotiation. However, existing approaches are inefficient. This paper presents a novel agent-based collaborative approach to address this problem. We introduce a negotiation protocol, under which the agents on the service providers’ side collaborate by exchanging information with each other to gain global knowledge of the negotiation. The collaboration can facilitate the progress of the negotiation. We also discuss the corresponding impact on the decision making strategies.
  • Zeitschriftenartikel
    Using Decision Trees for State Evaluation in General Game Playing
    (KI - Künstliche Intelligenz: Vol. 25, No. 1, 2011) Sheng, Xinxin; Thuente, David
    A general game playing agent understands the formal descriptions of an arbitrary game in the multi-agent environment and learns to play the given games without human intervention. In this paper, we present an agent that automatically extracts common features shared by the game winners and uses such learned features to build decision trees to guide the heuristic search. We present data to show the significant performance improvements contributed by the decision tree evaluation. We also show by using hash tables in knowledge reasoning, our agent uses 80% less time when compared to a widely available GGP agent written in the same language.