Reinforcement Learning for Sequential Decision and Optimal Control
portes grátis
Reinforcement Learning for Sequential Decision and Optimal Control
Li, Shengbo Eben
Springer Verlag, Singapore
04/2023
462
Dura
Inglês
9789811977831
15 a 20 dias
Descrição não disponível.
Chapter 1 Introduction of Reinforcement Learning.- Chapter 2 Principles of RL Problems.- Chapter 3 Model-free Indirect RL: Monte Carlo.- Chapter 4 Model-Free Indirect RL: Temporal-Difference.- Chapter 5 Model-based Indirect RL: Dynamic Programming.- Chapter 6 Indirect RL with Function Approximation.- Chapter 7 Direct RL with Policy Gradient.- Chapter 8 Infinite Horizon Approximate Dynamic Programming.- Chapter 9 Finite Horizon ADP and State Constraints.- Chapter 10 Deep Reinforcement Learning.- Chapter 11 Advanced RL Topics.
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Reinforcement Learning;Optimal Control;Engineering Application;Artificial Intelligence;Machine Learning;Deep Learning
Chapter 1 Introduction of Reinforcement Learning.- Chapter 2 Principles of RL Problems.- Chapter 3 Model-free Indirect RL: Monte Carlo.- Chapter 4 Model-Free Indirect RL: Temporal-Difference.- Chapter 5 Model-based Indirect RL: Dynamic Programming.- Chapter 6 Indirect RL with Function Approximation.- Chapter 7 Direct RL with Policy Gradient.- Chapter 8 Infinite Horizon Approximate Dynamic Programming.- Chapter 9 Finite Horizon ADP and State Constraints.- Chapter 10 Deep Reinforcement Learning.- Chapter 11 Advanced RL Topics.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
