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Product Details »ù±¾ÐÅÏ¢ ISBN-13 ÊéºÅ 9781984501530 Format °æ±¾ ¾«×° Publisher ³ö°æÉç Xlibris Au Publication Date ³ö°æÈÕÆÚ 2018-08-28 Language ÓïÖÖ Ó¢Óï
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Product Details »ù±¾ÐÅÏ¢ ISBN-13 ÊéºÅ 9783319844978 Author ×÷Õß Derong Liu University of Science and Technology Beijing Be Format °æ±¾ ƽװ-½º¶© Pages Number Ò³Êý 594Ò³ Publisher ³ö°æÉç Springer Berlin Heidelberg Publication Date ³ö°æÈÕÆÚ 2018-07-13 Language ÓïÖÖ ÆäËü£¨º¬¶àÓ Book Contents ÄÚÈݼò½é This book covers the most recent developments in adaptive dynamic programming (ADP). The text begins with a thorough background review of ADP making sure that readers are sufficiently familiar with the fundamentals. In the core of the book, the authors address first discrete- and then continuous-time systems. Coverage of discrete-time systems starts with a more general form of value iteration to demonstrate its convergence, optimality, and stability with complete and thorough theoretical analysis. A more realistic form of value iteration is studied where value function approximations are assumed to
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Product Details »ù±¾ÐÅÏ¢ ISBN-13 ÊéºÅ 9783319508139 Author ×÷Õß Wang, Ding Format °æ±¾ ¾«×° Pages Number Ò³Êý 594Ò³ Publisher ³ö°æÉç Springer International Publishing Publication Date ³ö°æÈÕÆÚ 2017-02-15 Language ÓïÖÖ Ó¢Óï Book Contents ÄÚÈݼò½é This book covers the most recent developments in adaptive dynamic programming (ADP). The text begins with a thorough background review of ADP making sure that readers are sufficiently familiar with the fundamentals. In the core of the book, the authors address first discrete- and then continuous-time systems. Coverage of discrete-time systems starts with a more general form of value iteration to demonstrate its convergence, optimality, and stability with complete and thorough theoretical analysis. A more realistic form of value iteration is studied where value function approximations are assumed to have finite errors. Adaptive Dynamic Programming also details another avenue of the AD
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