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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
| Mediji | Grāmatas Paperback Book (Grāmata ar mīksto vāku un līmēto muguru) |
| Izlaists | 2022. gada 15. jūnijs |
| ISBN13 | 9781638280262 |
| Izdevēji | now publishers Inc |
| Lapas | 170 |
| Izmēri | 234 × 155 × 13 mm · 244 g |
| Valoda | Angļu |
