Partially Observed Markov Decision Processes
by Vikram Krishnamurthy
Title:
Partially Observed Markov Decision Processes
Author:
Vikram Krishnamurthy
Format:
Hardback
Number of pages:
651 pages, Worked examples or Exercises
Publisher:
Cambridge University Press
ISBN-13:
9781009449434
EAN:
9781009449434
Classifications:
Research and information: general
Weight (g):
1498
Dimensions (mm):
186 x 261 x 43
Publication Country:
United Kingdom
Language:
English
Condition:
New
Price:£119.99
17 copies in stock
Qty
Description
This survey of formulation, algorithms, and structural results in POMDPs focuses on underlying concepts and connections to real-world applications in controlled sensing, keeping technical machinery to a minimum. The new edition includes inverse reinforcement learning, non-parametric Bayesian inference, variational Bayes and conformal prediction.
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