Search Results - "Frank, L."
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1
Optimal tracking control of nonlinear partially-unknown constrained-input systems using integral reinforcement learning
Published in Automatica (Oxford) (01-07-2014)“…In this paper, a new formulation for the optimal tracking control problem (OTCP) of continuous-time nonlinear systems is presented. This formulation extends…”
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2
Optimal and Autonomous Control Using Reinforcement Learning: A Survey
Published in IEEE transaction on neural networks and learning systems (01-06-2018)“…This paper reviews the current state of the art on reinforcement learning (RL)-based feedback control solutions to optimal regulation and tracking of single…”
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3
Linear Quadratic Tracking Control of Partially-Unknown Continuous-Time Systems Using Reinforcement Learning
Published in IEEE transactions on automatic control (01-11-2014)“…In this technical note, an online learning algorithm is developed to solve the linear quadratic tracking (LQT) problem for partially-unknown continuous-time…”
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4
Adaptive cooperative tracking control of higher-order nonlinear systems with unknown dynamics
Published in Automatica (Oxford) (01-07-2012)“…A practical design method is developed for cooperative tracking control of higher-order nonlinear systems with a dynamic leader. The communication network is a…”
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5
Data-Driven Fault-Tolerant Control for Attitude Synchronization of Nonlinear Quadrotors
Published in IEEE transactions on automatic control (01-11-2021)“…In this article, the data-driven fault-tolerant synchronization control problem is investigated for unknown cooperative quadrotors subject to nonlinearities…”
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6
Immune attack: the role of inflammation in Alzheimer disease
Published in Nature reviews. Neuroscience (01-06-2015)“…Key Points Alzheimer disease (AD), like other proteinopathic neurodegenerative disorders, is characterized by the accumulation of amyloidogenic proteins A…”
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7
Actor-Critic-Based Optimal Tracking for Partially Unknown Nonlinear Discrete-Time Systems
Published in IEEE transaction on neural networks and learning systems (01-01-2015)“…This paper presents a partially model-free adaptive optimal control solution to the deterministic nonlinear discrete-time (DT) tracking control problem in the…”
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8
Reactive Oxygen Species: A Breath of Life or Death?
Published in Clinical cancer research (01-02-2007)“…New insights into cancer cell–specific biological pathways are urgently needed to promote development of rationally targeted therapeutics. Reactive oxygen…”
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9
Robust Formation Control for Cooperative Underactuated Quadrotors via Reinforcement Learning
Published in IEEE transaction on neural networks and learning systems (01-10-2021)“…In this article, the model-free robust formation control problem is addressed for cooperative underactuated quadrotors involving unknown nonlinear dynamics and…”
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10
The immunopathology of sepsis and potential therapeutic targets
Published in Nature reviews. Immunology (01-07-2017)“…Key Points Sepsis is a life-threatening organ dysfunction that is caused by a dysregulated host response to infection. The sepsis-associated host response is…”
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11
Off-Policy Integral Reinforcement Learning Method to Solve Nonlinear Continuous-Time Multiplayer Nonzero-Sum Games
Published in IEEE transaction on neural networks and learning systems (01-03-2017)“…This paper establishes an off-policy integral reinforcement learning (IRL) method to solve nonlinear continuous-time (CT) nonzero-sum (NZS) games with unknown…”
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12
Distributed adaptive control for synchronization of unknown nonlinear networked systems
Published in Automatica (Oxford) (01-12-2010)“…This paper is concerned with synchronization of distributed node dynamics to a prescribed target or control node dynamics. A design method is presented for…”
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13
Online actor–critic algorithm to solve the continuous-time infinite horizon optimal control problem
Published in Automatica (Oxford) (01-05-2010)“…In this paper we discuss an online algorithm based on policy iteration for learning the continuous-time (CT) optimal control solution with infinite horizon…”
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14
Containment Control for Multiagent Systems Under Two Intermittent Control Schemes
Published in IEEE transactions on automatic control (01-03-2019)“…This note develops new containment control algorithms for two classes of heterogeneous multiagent systems. In a first scenario, the controls are zero during…”
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15
Reinforcement Learning-Based Adaptive Optimal Exponential Tracking Control of Linear Systems With Unknown Dynamics
Published in IEEE transactions on automatic control (01-11-2019)“…Reinforcement learning (RL) has been successfully employed as a powerful tool in designing adaptive optimal controllers. Recently, off-policy learning has…”
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16
H ∞ tracking control of completely unknown continuous-time systems via off-policy reinforcement learning
Published in IEEE transaction on neural networks and learning systems (01-10-2015)“…This paper deals with the design of an H ∞ tracking controller for nonlinear continuous-time systems with completely unknown dynamics. A general bounded L2…”
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17
Beclin1‐driven autophagy modulates the inflammatory response of microglia via NLRP3
Published in The EMBO journal (15-02-2019)“…Alzheimer's disease is characterized not only by extracellular amyloid plaques and neurofibrillary tangles, but also by microglia‐mediated neuroinflammation…”
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18
Distributed 3-D Time-Varying Formation Control of Underactuated AUVs With Communication Delays Based on Data-Driven State Predictor
Published in IEEE transactions on industrial informatics (01-05-2023)“…Communication delays are a crucial issue in autonomous underwater vehicle (AUV) formation control. To solve this issue, this article for the first time…”
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19
Distributed Cooperative Control of DC Microgrids
Published in IEEE transactions on power electronics (01-04-2015)“…A cooperative control paradigm is used to establish a distributed secondary/primary control framework for dc microgrids. The conventional secondary control,…”
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20
Plant pathogens convergently evolved to counteract redundant nodes of an NLR immune receptor network
Published in PLoS biology (23-08-2021)“…In plants, nucleotide-binding domain and leucine-rich repeat (NLR)-containing proteins can form receptor networks to confer hypersensitive cell death and…”
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