Adaptive stepsizes for recursive estimation with applications in approximate dynamic programming

Reinforcement Learning and Approximate D

Reinforcement Learning and Approximate Dynamic Programming for Feedback Control (Lewis/Reinforcement Learning and Approximate Dynamic Programming for Feedback Control) || Single Network Adaptive Critics Networks-Development, Analysis, and Applications

✍ Lewis, Frank L.; Liu, Derong 📂 Article 📅 2013 🏛 John Wiley & Sons, Inc. 🌐 English ⚖ 343 KB

Reinforcement learning (RL) and adaptive dynamic programming (ADP) has been one of the most critical research fields in science and engineering for modern complex systems. This book describes the latest RL and ADP techniques for decision and control in human engineered systems, covering both single

Reinforcement Learning and Approximate D

Reinforcement Learning and Approximate Dynamic Programming for Feedback Control (Lewis/Reinforcement Learning and Approximate Dynamic Programming for Feedback Control) || Learning and Optimization in Hierarchical Adaptive Critic Design

✍ Lewis, Frank L.; Liu, Derong 📂 Article 📅 2013 🏛 John Wiley & Sons, Inc. 🌐 English ⚖ 749 KB

Reinforcement learning (RL) and adaptive dynamic programming (ADP) has been one of the most critical research fields in science and engineering for modern complex systems. This book describes the latest RL and ADP techniques for decision and control in human engineered systems, covering both single

Approximate dynamic programming solution

Approximate dynamic programming solutions with a single network adaptive critic for a class of nonlinear systems

✍ Jie Ding; S. N. Balakrishnan 📂 Article 📅 2011 🏛 South China University of Technology and Academy o 🌐 English ⚖ 496 KB

Stable iterative adaptive dynamic progra

Stable iterative adaptive dynamic programming algorithm with approximation errors for discrete-time nonlinear systems

✍ Qinglai Wei, Derong Liu 📂 Article 📅 2013 🏛 Springer-Verlag 🌐 English ⚖ 809 KB

A novel real-time adaptive suboptimal re

A novel real-time adaptive suboptimal recursive state estimation scheme for nonlinear discrete dynamic systems with non-Gaussian noise

✍ Kerim Demirbaş 📂 Article 📅 2012 🏛 Elsevier Science 🌐 English ⚖ 622 KB

Uncertainties for recursive estimators i

Uncertainties for recursive estimators in nonlinear state-space models, with applications to epidemiology

✍ John L. Maryak; James C. Spall; Geoffrey L. Silberman 📂 Article 📅 1995 🏛 Elsevier Science 🌐 English ⚖ 558 KB