Handbook of Learning and Approximate Dynamic Programming

Si, Jennie; Barto, Andrew G.; Powell, Warren B.; Wunsch, Don

doi:10.1109/9780470544785

bookJan 1, 2004Closed access

Handbook of Learning and Approximate Dynamic Programming

JSJennie Si AGAndrew G. Barto WBWarren B. Powell DWDon Wunsch

European Council for an Energy Efficient Economy · Environmental Institute · +1 more institution

Indexed incrossref

Abstract

. A complete resource to Approximate Dynamic Programming (ADP), including on-line simulation code. Provides a tutorial that readers can use to start implementing the learning algorithms provided in the book. Includes ideas, directions, and recent results on current research issues and addresses applications where ADP has been successfully implemented. The contributors are leading researchers in the field

Citation impact

868

total citations

FWCI: 8.11
Percentile: 100%
References: 51

Citations per year

Authors

4

Topics & keywords

Topics

Keywords

Reinforcement learning
Computer science
Dynamic programming
Optimal control
Markov decision process
Mathematical optimization
Temporal difference learning
Artificial neural network

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