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· 제목 : Risk-Sensitive Reinforcement Learning via Policy Gradient Search (Paperback)
· 분류 : 외국도서 > 컴퓨터 > 기계이론
· ISBN : 9781638280262
· 쪽수 : 170쪽
· 출판일 : 2022-06-15
· 분류 : 외국도서 > 컴퓨터 > 기계이론
· ISBN : 9781638280262
· 쪽수 : 170쪽
· 출판일 : 2022-06-15
목차
- 1. Introduction
- 2. Markov Decision Processes
- 3. Risk Measures
- 4. Background on Policy Evaluation and Gradient Estimation
- 5. Policy Gradient Templates for Risk-sensitive RL
- 6. MDPs with Risk as the Constraint
- 7. MDPs with Risk as the Objective
- 8. Conclusions and Future Challenges
- Acknowledgements
- References
