State-Following-Kernel-Based Online Reinforcement Learning Guidance Law Against Maneuvering Target

Policy iterations for reinforcement learning problems in continuous time and space — Fundamental theory and methods

(2021) Jaeyoung Lee et al.   AUTOMATICA

Reinforcement learning control of constrained dynamic systems with uniformly ultimate boundedness stability guarantee

(2021) Minghao Han et al.   AUTOMATICA

Adaptive Observation-Based Efficient Reinforcement Learning for Uncertain Systems

(2021) Maopeng Ran et al.   IEEE Transactions on Neural Networks and Learning Systems

Reinforcement-Learning-Based Disturbance Rejection Control for Uncertain Nonlinear Systems

(2021) Maopeng Ran et al.   IEEE Transactions on Cybernetics

Impact time control using biased proportional navigation for missiles with varying velocity

(2020) Guoxin SUN et al.   Chinese Journal of Aeronautics

Safe reinforcement learning: A control barrier function optimization approach

(2020) Zahra Marvi et al.   INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL

Auxiliary-system-based composite adaptive optimal backstepping control for uncertain nonlinear guidance systems with input constraints

(2020) Jingliang Sun et al.   ISA TRANSACTIONS

Actor-Critic Reinforcement Learning for Control With Stability Guarantee

(2020) Minghao Han et al.   IEEE Robotics and Automation Letters

Minimum-Effort Waypoint-Following Guidance

(2019) Shaoming He et al.   JOURNAL OF GUIDANCE CONTROL AND DYNAMICS

A Modified Cooperative Proportional Navigation Guidance Law

(2019) Yadong Chen et al.   JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS

Linear Quadratic Optimal Control based Missile Guidance Law with Obstacle Avoidance

(2018) Martin Weiss et al.   IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS

Sliding-Mode Impact Time Guidance Law Design for Various Target Motions

(2018) Qinglei Hu et al.   JOURNAL OF GUIDANCE CONTROL AND DYNAMICS

Disturbance observer-based robust missile autopilot design with full-state constraints via adaptive dynamic programming

(2018) Jingliang Sun et al.   JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS

Distributed Fuzzy Adaptive Backstepping Optimal Control for Nonlinear Multi-missile Guidance Systems with Input Saturation

(2018) Jingliang Sun et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Event-Triggered Robust Stabilization of Nonlinear Input-Constrained Systems Using Single Network Adaptive Critic Designs

(2018) Xiong Yang et al.   IEEE Transactions on Systems Man Cybernetics-Systems

Backstepping-based adaptive dynamic programming for missile-target guidance systems with state and input constraints

(2018) Jingliang Sun et al.   JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS

Efficient model-based reinforcement learning for approximate online optimal control

(2016) Rushikesh Kamalapurkar et al.   AUTOMATICA

Model-based reinforcement learning for approximate optimal regulation

(2016) Rushikesh Kamalapurkar et al.   AUTOMATICA

A novel biased proportional navigation guidance law for close approach phase

(2016) Wenshan Su et al.   Chinese Journal of Aeronautics

Adaptive Dynamic Surface Guidance Law with Input Saturation Constraint and Autopilot Dynamics

(2016) Di Zhou et al.   JOURNAL OF GUIDANCE CONTROL AND DYNAMICS

Smooth Sliding Mode Control for Missile Interception with Finite-Time Convergence

(2015) Jialing Zhou et al.   JOURNAL OF GUIDANCE CONTROL AND DYNAMICS

Impact time control guidance law with field of view constraint

(2014) Youan Zhang et al.   AEROSPACE SCIENCE AND TECHNOLOGY

Integral reinforcement learning and experience replay for adaptive optimal control of partially-unknown constrained-input continuous-time systems

(2013) Hamidreza Modares et al.   AUTOMATICA

Augmented Polynomial Guidance With Impact Time and Angle Constraints

(2013) Tae-Hun Kim et al.   IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS

Sliding Mode Control for Mismatched Uncertain Systems Using an Extended Disturbance Observer

(2013) Divyesh Ginoya et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Reinforcement Learning and Feedback Control: Using Natural Decision Methods to Design Optimal Adaptive Controllers

(2012)   IEEE CONTROL SYSTEMS MAGAZINE

Online solution of nonquadratic two-player zero-sum games arising in theH ∞ control of constrained input systems

(2012) Hamidreza Modares et al.   INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING

Online actor–critic algorithm to solve the continuous-time infinite horizon optimal control problem

(2010) Kyriakos G. Vamvoudakis et al.   AUTOMATICA

Guidance and Control of Missile Interceptor using Second-Order Sliding Modes

(2009) Y.B. Shtessel et al.   IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS

Linear Quadratic Guidance Laws for Imposing a Terminal Intercept Angle

(2008) Vitaly Shaferman et al.   JOURNAL OF GUIDANCE CONTROL AND DYNAMICS