TEXPLORE: temporal difference reinforcement learning for robots and time-constrained domains
This book presents and develops new reinforcement learning methods that enable fast and robust learning on robots in real-time. Robots have the potential to solve many problems in society, because of their ability to work in dangerous places doing necessary jobs that no one wants or is able to do. O...
Kaydedildi:
| Yazar: | |
|---|---|
| Materyal Türü: | Livre numérique |
| Dil: | Anglais |
| Baskı/Yayın Bilgisi: |
Cham :
Springer International Publishing
[20..].
Cham : Springer Nature |
| Edisyon: | 1st ed. 2013. |
| Seri Bilgileri: | Studies in Computational Intelligence
503 |
| Online Erişim: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Not: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • TEXPLORE: Temporal Difference Reinforcement Learning for Robots and Time-Constrained Domains, Texte imprimé, 9783319011677 • TEXPLORE: Temporal Difference Reinforcement Learning for Robots and Time-Constrained Domains, Texte imprimé, 9783319011691 • TEXPLORE: Temporal Difference Reinforcement Learning for Robots and Time-Constrained Domains, Texte imprimé, 9783319011677 • TEXPLORE: Temporal Difference Reinforcement Learning for Robots and Time-Constrained Domains, Texte imprimé, 9783319375106 |
İçindekiler:
- Introduction Background and Problem Specification Real Time Architecture The TEXPLORE Algorithm Empirical Evaluation Further Examination of Exploration Related Work Discussion and Conclusion TEXPLORE Pseudo-Code