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Deep Reinforcement Learning with embedded LQR Controllers

open access: diamondIFAC-PapersOnLine, 2020
This work has been accepted to IFAC for publication under a Creative Commons Licence CC-BY-NC ...
Wouter Caarls
openalex   +3 more sources

Combining Model-Based and Model-Free Updates for Trajectory-Centric Reinforcement Learning

open access: yes, 2017
Reinforcement learning (RL) algorithms for real-world robotic applications need a data-efficient learning process and the ability to handle complex, unknown dynamical systems.
Chebotar, Yevgen   +5 more
core  

Integral Lqr-Based 6dof Autonomous Quadrocopter Balancing System Control [PDF]

open access: diamond, 2015
Abdulkader Joukhadar   +3 more
openalex   +1 more source

Extending the LQR to the design of PID type‐ii and type‐iii control loops

open access: gold, 2022
Chao Liu   +7 more
openalex   +1 more source

Obstacle Avoidance Control Method of Electric Skid-Steering Chassis Based on Fuzzy Logic Control

open access: yes智慧农业
[Objective]Trajectory tracking and obstacle avoidance control are important components of autonomous driving chassis, but most current studies treat these two issues as two independent tasks, which will cause the chassis to stop trajectory tracking when ...
LI Lei   +8 more
doaj   +1 more source

Motion control and vibration suppression of flexible lumped systems via sensorless LQR control

open access: green, 2010
Beşir Çelebi   +4 more
openalex   +2 more sources

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