Integral and Inverse Reinforcement Learning for Optimal Control Systems and Games
portes grátis
Integral and Inverse Reinforcement Learning for Optimal Control Systems and Games
Lewis, Frank L.; Modares, Hamidreza; Lian, Bosen; Kiumarsi, Bahare; Xue, Wenqian
Springer International Publishing AG
03/2024
267
Dura
Inglês
9783031452512
15 a 20 dias
Descrição não disponível.
1. Introduction.- 2. Background on Integral and Inverse Reinforcement Learning for Dynamic System Feedback.- 3. Integral Reinforcement Learning for Optimal Regulation.- 4. Integral Reinforcement Learning for Optimal Tracking.- 5. Integral Reinforcement Learning for Nonlinear Tracker.- Integral Reinforcement Learning for H-infinity Control.- 6. Inverse Reinforcement Learning for Linear and Nonlinear Systems.- 7. Inverse Reinforcement Learning for Two-Player Zero-Sum Games.- 8. Inverse Reinforcement Learning for Multi-player Nonzero-sum Games.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Reinforcement Learning for Optimal Feedback Control;Integral Reinforcement Learning;Adaptive Dynamic Programming;Inverse Reinforcement Learning for Optimal Feedback Control;Optimal Regulation;Optimal Tracking;H-infinity Control;Differential Games
1. Introduction.- 2. Background on Integral and Inverse Reinforcement Learning for Dynamic System Feedback.- 3. Integral Reinforcement Learning for Optimal Regulation.- 4. Integral Reinforcement Learning for Optimal Tracking.- 5. Integral Reinforcement Learning for Nonlinear Tracker.- Integral Reinforcement Learning for H-infinity Control.- 6. Inverse Reinforcement Learning for Linear and Nonlinear Systems.- 7. Inverse Reinforcement Learning for Two-Player Zero-Sum Games.- 8. Inverse Reinforcement Learning for Multi-player Nonzero-sum Games.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
