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1.
Machine Learning : A Probabilistic Perspective by Kevin P Murphy by
  • Murphy, Kevin P
Series: Adaptive Computation and Machine Learning ;
Material type: Text Book
Publication details: London MIT Press 2012
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 P125;2 (CSA).

2.
Machine learning: A probabilistic perspective by Kevin P Murphy by
  • Murphy, Kevin P
Series: Adaptive Computation and Machine Learning Series ;
Material type: Text Book
Publication details: London MIT Press 2012
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 P12;2 (CSA).

3.
Machine Learning: A Probabilistic perspective by
  • Murphy, Kevin P
Series: Adaptive Computation and Machine Learning ;
Material type: Text Book
Publication details: London MIT Press 2012
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 P125;3 (CSA).

4.
Deep learning by Ian Goodfellow, Yoshua Bengio and Aaron Courville by
  • Goodfellow, Ian
  • Bengio, Yoshua
  • Courville, Aaron
Series: Adaptive computation and machine learning ;
Material type: Text Book
Publication details: Cambridge MIT 2016
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 P162(CSA).

5.
Foundations of machine learning by Mehryar Mohri, Afshin Rostamizdeh, and Ameet Talwalkar by
  • Mohri, Mehryar,
  • Rostamizdeh, Afshin and Talwalkar, Ameet
Series: Adaptive computation and machine learning series ;
Edition: 2nd ed.
Material type: Text Book
Publication details: Cambridge, MA MIT Press 2018
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 MOH.

6.
Reinforcement learning an introduction by Richard S. Sutton and Andrew G. Barto by
  • Sutton, Richard S,
  • Barto, Andrew G
Series: Adaptive computation and machine learning ;
Edition: 2nd ed.
Material type: Text Book
Publication details: Cambrige MIT press 2018
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 SUT.

7.
Reinforcement learning: an introduction by Richard S. Sutton and Andrew G. Barto by
  • Sutton, Richard S,
  • Andrew G. Barto
Series: Adaptive computation and machine learning ;
Edition: Second edition
Material type: Text Book
Publication details: Cambridge The MIT Press 2018
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 RIC/R.

8.
Reinforcement learning: an introduction By Sutton, Richard S; Barto, Andrew G by
  • Sutton, Richard S,
  • Barto, Andrew G
Series: Adaptive computation and machine learning ;
Edition: Second edition.
Material type: Text Book
Publication details: Cambridge The MIT Press 2018
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 RIC/R.

9.
Reinforcement learning: an introduction By Richard S. Sutton and Andrew G. Barto. by
  • Sutton, Richard S., ,
  • Andrew G. Barto
Series: Adaptive computation and machine learning ;
Edition: Second edition.
Material type: Text Book
Publication details: Cambridge The MIT Press 2018
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 RIC/R.

10.
Learning in graphical models edited by Michael I. Jordan by
  • Jordan, Michael Irwin,
Series: Adaptive computation and machine learning ;
Material type: Text Book
Publication details: Cambridge Mass MIT Press 1999
Availability: Items available for loan: Computer Science and Automation (1)Call number: 519.5 LEA/L.

11.
Deep learning by Ian Goodfellow, Yoshua Bengio, and Aaron Courville. by
  • Goodfellow, Ian,
Series: Adaptive computation and machine learning ;
Material type: Text Book
Publication details: Cambridge The MIT Press 2016
Availability: Items available for loan: Computer Science and Automation (1)Call number: 153.15 GOO/D.

12.
Reinforcement learning an introduction by Richard S. Sutton and Andrew G. Barto. by
  • Sutton, Richard S,
  • Barto, Andrew G
Series: Adaptive computation and machine learning ;
Edition: 2nd ed.
Material type: Text Book
Publication details: Massachusetts The MIT Press 2020
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 SUT/R.

13.
Probabilistic graphical models principles and techniques by Daphne Koller and Nir Friedman by
  • Koller, Daphne,
  • Friedman, Nir
Series: Adaptive computation and machine learning ;
Material type: Text Book
Publication details: Massachusetts The MIT Press 2009
Availability: Items available for loan: Computer Science and Automation (1)Call number: 519.5420285 KOL.

14.
Probabilistic machine learning An introduction by Kevin P. Murphy by
  • Murphy, Kevin P,
Series: Adaptive computation and machine learning ;
Material type: Text Book
Publication details: Cambridge MIT Press 2022
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 MUR.

15.
Reinforcement learning an introduction by Richard S. Sutton and Andrew G. Barto by
  • Sutton, Richard S,
  • Barto, Andrew G
Series: Adaptive computation and machine learning ;
Edition: 2nd edition
Material type: Text Book
Publication details: Massachusetts The MIT Press 2020
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 SUT.

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