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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...
| Clasificación: | Libro Electrónico |
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| Autor principal: | |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Cham :
Springer International Publishing : Imprint: Springer,
2013.
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| Edición: | 1st ed. 2013. |
| Colección: | Studies in Computational Intelligence,
503 |
| Temas: | |
| Acceso en línea: | Texto Completo |
Tabla de Contenidos:
- 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.