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Reinforcement learning [2nd ed.] : an Introduction

By: Contributor(s): Language: English Series: Adaptive computation and machine learning | / edited by Francis BachPublication details: MIT Press 2020 CambridgeEdition: 2nd edDescription: xxii, 526pISBN:
  • 9780262039246
Subject(s): DDC 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.
List(s) this item appears in: New arrivals April 15 to May 19, 2024
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Holdings
Item type Current library Collection Call number Copy number Status Date due Barcode Item holds
Text Books Text Books PK Kelkar Library, IIT Kanpur TEXT 006.3 Su87r2 cop.1 (Browse shelf(Opens below)) Copy 1 Available A186426
Text Books Text Books PK Kelkar Library, IIT Kanpur TEXT 006.3 Su87r2 cop.2 (Browse shelf(Opens below)) Copy 2 Available A186427
Text Books Text Books PK Kelkar Library, IIT Kanpur TEXT 006.3 Su87r2 cop.3 (Browse shelf(Opens below)) Copy 3 Available A186428
Text Books Text Books PK Kelkar Library, IIT Kanpur TEXT 006.3 Su87r2 cop.4 (Browse shelf(Opens below)) Copy 4 Available A186429
Text Books Text Books PK Kelkar Library, IIT Kanpur TEXT 006.3 Su87r2 cop.5 (Browse shelf(Opens below)) Copy 5 Available A186430
Text Books Text Books PK Kelkar Library, IIT Kanpur TEXT 006.3 Su87r2 cop.6 (Browse shelf(Opens below)) Copy 6 Available A186431
Text Books Text Books PK Kelkar Library, IIT Kanpur TEXT 006.3 Su87r2 cop.7 (Browse shelf(Opens below)) Copy 7 Available A186432
Text Books Text Books PK Kelkar Library, IIT Kanpur TEXT 006.3 Su87r2 cop.8 (Browse shelf(Opens below)) Copy 8 Available A186433
Text Books Text Books PK Kelkar Library, IIT Kanpur TEXT 006.3 Su87r2 cop.9 (Browse shelf(Opens below)) Copy 9 Available A186434
Text Books Text Books PK Kelkar Library, IIT Kanpur TEXT 006.3 Su87r2 cop.10 (Browse shelf(Opens below)) Copy 10 Available A186435
Total holds: 0

"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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