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Risk-Sensitive Reinforcement Learning via Policy Gradient Search - Foundations and Trends® in Machine Learning Prashanth L. A.
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Risk-Sensitive Reinforcement Learning via Policy Gradient Search - Foundations and Trends® in Machine Learning
Prashanth L. A.
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.
170 pages
| メディア | 書籍 Paperback Book (ソフトカバーで背表紙を接着した本) |
| リリース済み | 2022年6月15日 |
| ISBN13 | 9781638280262 |
| 出版社 | now publishers Inc |
| ページ数 | 170 |
| 寸法 | 234 × 155 × 13 mm · 244 g |
| 言語 | 英語 |