Dynamic Programming and Optimal Control, Two Volume Set
Dynamic Programming and Optimal Control, Two Volume Set
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发表时间：
1995-05
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通讯作者：
D. Bertsekas
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作者：
D. Bertsekas
关于动态规划的广泛算法方法论的领先和最新的教科书，可用于最优控制，马尔可夫决策问题，不确定性下的规划和顺序决策，以及离散/组合优化。治疗的重点是基本的统一主题和概念基础。它通过工程、运筹学和其他领域的许多例子和应用说明了该方法的多功能性、强大性和通用性。它还广泛地解决了该方法的实际应用，可能通过使用近似，并提供了神经动态编程/强化学习的深远方法的广泛治疗。
The leading and most up-to-date textbook on the far-ranging algorithmic methododogy of Dynamic Programming, which can be used for optimal control, Markovian decision problems, planning and sequential decision making under uncertainty, and discrete/combinatorial optimization. The treatment focuses on basic unifying themes, and conceptual foundations. It illustrates the versatility, power, and generality of the method with many examples and applications from engineering, operations research, and other fields. It also addresses extensively the practical application of the methodology, possibly through the use of approximations, and provides an extensive treatment of the far-reaching methodology of Neuro-Dynamic Programming/Reinforcement Learning.