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Risk-Sensitive Reinforcement Learning via Policy Gradient Search

By: Prashanth L. A. (Author) , Michael C. Fu (Author)

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Ksh 23,750.00

Format: Paperback or Softback

ISBN-13: 9781638280262

Publisher: now publishers Inc

Publication Date: Jun 15th, 2022

Weight: 278 grams

Dimension: 15.50 x 23.40 x 1.30 cms

Category: Machine learning

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Reinforcement learning (RL) is one of the foundational pillars of artificial intelligence and machine learning. An important consideration in any optimization or control problem is the notion of risk, but its incorporation into RL has been a recent development. This monograph surveys research on risk-sensitive RL that uses policy gradient search.

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