Compartir
Reinforcement Learning, Bit by Bit (en Inglés)
Xiuyuan Lu
(Autor)
·
Benjamin Van Roy
(Autor)
·
Vikranth Dwaracherla
(Autor)
·
Now Publishers
· Tapa Blanda
Reinforcement Learning, Bit by Bit (en Inglés) - Lu, Xiuyuan ; Van Roy, Benjamin ; Dwaracherla, Vikranth
$ 83.37
$ 99.00
Ahorras: $ 15.63
Elige la lista en la que quieres agregar tu producto o crea una nueva lista
✓ Producto agregado correctamente a la lista de deseos.
Ir a Mis ListasSe enviará desde nuestra bodega entre el
Martes 25 de Junio y el
Miércoles 26 de Junio.
Lo recibirás en cualquier lugar de Estados Unidos entre 1 y 3 días hábiles luego del envío.
Reseña del libro "Reinforcement Learning, Bit by Bit (en Inglés)"
Reinforcement learning agents have demonstrated remarkable achievements in simulated environments. Data efficiency, however, significantly impedes carrying this success over to real environments. The design of data-efficient agents that address this problem calls for a deeper understanding of information acquisition and representation. This tutorial offers a framework that can guide associated agent design decisions. This framework is inspired in part by concepts from information theory that has grappled with data efficiency for many years in the design of communication systems. In this tutorial, the authors shed light on questions of what information to seek, how to seek that information, and what information to retain. To illustrate the concepts, they design simple agents that build on them and present computational results that highlight data efficiency. This book will be of interest to students and researchers working in reinforcement learning and information theorists wishing to apply their knowledge in a practical way to reinforcement learning problems.
- 0% (0)
- 0% (0)
- 0% (0)
- 0% (0)
- 0% (0)
Todos los libros de nuestro catálogo son Originales.
El libro está escrito en Inglés.
La encuadernación de esta edición es Tapa Blanda.
✓ Producto agregado correctamente al carro, Ir a Pagar.