Reinforcement learning [2nd ed.] : an Introduction
By: Sutton, Richard.
Contributor(s): Barto, Andrew G.
Series: Adaptive computation and machine learning. / edited by Francis Bach.Publisher: Cambridge MIT Press 2020Edition: 2nd ed.Description: xxii, 526p.ISBN: 9780262039246.Subject(s): Reinforcement learningDDC classification: 006.3 | Su87r2 Summary: "Reinforcement learning, one of the most active research areas in artificial intelligence, is a computational approach to learning whereby an agent tries to maximize the total amount of reward it receives while interacting with a complex, uncertain environment. In Reinforcement Learning, Richard Sutton and Andrew Barto provide a clear and simple account of the field's key ideas and algorithms.| Item type | Current location | Collection | Call number | Copy number | Status | Date due | Barcode | Item holds |
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PK Kelkar Library, IIT Kanpur | TEXT | 006.3 Su87r2 cop.1 (Browse shelf) | Copy 1 | Available | A186426 | ||
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PK Kelkar Library, IIT Kanpur | TEXT | 006.3 Su87r2 cop.2 (Browse shelf) | Copy 2 | Available | A186427 | ||
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PK Kelkar Library, IIT Kanpur | TEXT | 006.3 Su87r2 cop.3 (Browse shelf) | Copy 3 | Available | A186428 | ||
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PK Kelkar Library, IIT Kanpur | TEXT | 006.3 Su87r2 cop.4 (Browse shelf) | Copy 4 | Available | A186429 | ||
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PK Kelkar Library, IIT Kanpur | TEXT | 006.3 Su87r2 cop.5 (Browse shelf) | Copy 5 | Available | A186430 | ||
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PK Kelkar Library, IIT Kanpur | TEXT | 006.3 Su87r2 cop.6 (Browse shelf) | Copy 6 | Available | A186431 | ||
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PK Kelkar Library, IIT Kanpur | TEXT | 006.3 Su87r2 cop.7 (Browse shelf) | Copy 7 | Available | A186432 | ||
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PK Kelkar Library, IIT Kanpur | TEXT | 006.3 Su87r2 cop.8 (Browse shelf) | Copy 8 | Available | A186433 | ||
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PK Kelkar Library, IIT Kanpur | TEXT | 006.3 Su87r2 cop.9 (Browse shelf) | Copy 9 | Available | A186434 | ||
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PK Kelkar Library, IIT Kanpur | TEXT | 006.3 Su87r2 cop.10 (Browse shelf) | Copy 10 | Available | A186435 |
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| 006.3 Su87r2 cop.1 Reinforcement learning [2nd ed.] | 006.3 Su87r2 cop.10 Reinforcement learning [2nd ed.] | 006.3 Su87r2 cop.2 Reinforcement learning [2nd ed.] | 006.3 Su87r2 cop.3 Reinforcement learning [2nd ed.] | 006.3 Su87r2 cop.4 Reinforcement learning [2nd ed.] | 006.3 Su87r2 cop.5 Reinforcement learning [2nd ed.] | 006.3 Su87r2 cop.6 Reinforcement learning [2nd ed.] |
"Reinforcement learning, one of the most active research areas in artificial intelligence, is a computational approach to learning whereby an agent tries to maximize the total amount of reward it receives while interacting with a complex, uncertain environment. In Reinforcement Learning, Richard Sutton and Andrew Barto provide a clear and simple account of the field's key ideas and algorithms.
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