Abstract: The multi-agent decision based on fuzzy knowledge is discussed. The agent＇s fuzzy reward is proposed under the fuzzy knowledge of different decision goals, and a gradient learning algorithm is described to learn the agent＇s action policy under fuzzy rewar

Key words: Fuzzy set, Game, Gradient learning