Learning Cases to Compliment Rules for Conflict Resolution in Multiagent Systems

By Thomas D. Haynes, Kit-ling Lau, Sandip Sen. 1996

How researchers see this paper

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Multiagent Learning: Basics, Challenges, and Prospects (2012, background): “Examples of MAL approaches from which this classification was derived are Haynes, Lau, and Sen (1996); Vidal and Durfee (1996) (multiplied learning), Sen, Sekaran, and Hale (1994) and Weiss (1993) (divided learning), and Bui, Kieronska, and Venkatesh (1996) and Nagendra Prasad, Lesser, and Lander…”
Multiagent Systems: A Survey from a Machine Learning Perspective (2000, methodology): “Fortunately, Haynes and Sen show that Korf’s heuristics do not work for certain instantiations of the domain [25] (see Section 7).”
Cooperative Multi-Agent Learning: The State of the Art (2005, background): “In a straightforward example of successful homogeneous team learning, Haynes et al. [103], Haynes and Sen [104], Haynes et al. [109, 110, 111] evolved behaviors for a predator-preypursuit domain.”