The paper proposes a machine-learning model based on distributed agents. To realize the cooperative study, the agent league is adopted as cooperative structure, and an improved collateral inheritance algorithm is used in agent league to realize the cooperation of distributed agents. The emulation experiment proves that the agents have good interoperability.
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