Contacto
Como comprar
Entrega
Guia de compras
Reinforcement Learning for Optimal Feedback Control
Inglês
420 b
Até 30 dias para devoluções
Os clientes também compraram
/
Capa mole
50.16
€
/
Livro de capa dura
25.12
€
/
Capa mole
16.98
€
/
Capa mole
39.09
€
Reinforcement Learning for Optimal Feedback Control develops model-based and data-driven reinforcement learning methods for solving optimal control problems in nonlinear deterministic dynamical systems. In order to achieve learning under uncertainty, data-driven methods for identifying system models in real-time are also developed. The book illustrates the advantages gained from the use of a model and the use of previous experience in the form of recorded data through simulations and experiments. The book's focus on deterministic systems allows for an in-depth Lyapunov-based analysis of the performance of the methods described during the learning phase and during execution. To yield an approximate optimal controller, the authors focus on theories and methods that fall under the umbrella of actor-critic methods for machine learning. They concentrate on establishing stability during the learning phase and the execution phase, and adaptive model-based and data-driven reinforcement learning, to assist readers in the learning process, which typically relies on instantaneous input-output measurements.
Sobre o livro
Inglês
Categorias
Ofereça este livro hoje
É fácil
1 Adicione ao carrinho e escolha Entregar como presente ao finalizar a compra 2 Receberá um vale 3 O livro chegará ao endereço do destinatárioTambém pode estar interessado em
/
Adobe ePub DRM
7.63
€
/
Capa mole
27.43
€
Olá! Sou o Libroamiko, o seu conselheiro de livros.
Como posso ajudar?