Process / pipelineSimulation / optimization
基于智能体的动态规划 — 多智能体系统中的序贯决策
基于智能体的动态规划（Agent-based dynamic programming, ABDP）将贝尔曼（Bellman）的动态规划框架嵌入到基于智能体的模型（agent-based model, ABM）的个体智能体中，使每个智能体能够使用后向归纳法或值函数迭代法来解决序贯的、多阶段的决策问题。其结果是形成一个优化智能体群体，它们的交互会产生涌现的系统级行为。
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来源
- Bellman, R. (1957). Dynamic Programming. Princeton University Press, Princeton, NJ. ISBN: 9780691079516
- Tesfatsion, L., Judd, K. L. (Eds.) (2006). Handbook of Computational Economics, Volume 2: Agent-Based Computational Economics. Elsevier, Amsterdam. link ↗
如何引用本页
ScholarGate. (2026, June 3). Agent-Based Dynamic Programming — Sequential Decision-Making in Multi-Agent Systems. ScholarGate. https://scholargate.app/zh/simulation/agent-based-dynamic-programming
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