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Statistical reinforcement learning : modern machine learning approaches / Masashi Sugiyama
Material type:
TextSeries: Chapman & Hall/CRC machine learning & pattern recognitionPublication details: Boca Raton, FL : CRC Press, 2015Description: xiii, 192 p. : ill. ; 24 cmISBN: - 9781439856895 (hbk.)
Contents:
1. Introduction -- 2. Model-free policy iteration -- 3. Model-free policy search -- 4. Model-based reinforcement learning
| Item type | Current library | Call number | Copy number | Status | Date due | Barcode | |
|---|---|---|---|---|---|---|---|
Open Shelf
|
UMPLIB PEKAN | Q325.6 .S84 2015 (Browse shelf(Opens below)) | 1 | Available | 0000107019 |
Includes bibliographical references and index
1. Introduction -- 2. Model-free policy iteration -- 3. Model-free policy search -- 4. Model-based reinforcement learning