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关于tube based MPC论文D. Q. Mayne, M. M. Seron, and S. V. Raković, “Robust model predictive control of constrained linear systems with bounded disturbances,” Automatica, vol. 41, no. 2, pp. 219–224, 20…

Python 45 2 Updated Jan 10, 2025
Python 9 Updated Oct 31, 2022

Neural Network for Model Predictive Control

Python 13 Updated Apr 24, 2017

Planning and control for autonomous racing vehicles

Python 15 3 Updated Nov 29, 2020

Trajectory tracking of a 6 dof quadcopter using model predictive control in Python

Python 21 5 Updated Nov 11, 2020

Robust model predictive control for path tracking with obstacle avoidance

Python 87 14 Updated Feb 23, 2023

The Marine Systems Simulator (MSS) is software that supplements the textbook "Handbook of Marine Craft Hydrodynamics and Motion Control," 2nd Edition, by T. I. Fossen, published in 2021 by John Wil…

Roff 508 170 Updated Jan 15, 2025

This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."

MATLAB 1 Updated Sep 1, 2024
MATLAB 2 1 Updated Nov 19, 2018

包括UGV和UAV在内的异构混合阶多智能体系统的一致性

MATLAB 20 4 Updated Sep 7, 2021

异构混合阶多智能体系统编队控制的分布式优化

MATLAB 28 4 Updated Sep 11, 2021

Codes reproducing paper Jongeun Choi, Songhwai Oh, Roberto Horowitz, Distributed learning and cooperative control for multi-agent systems, Automatica, Volume 45, Issue 12, 2009

MATLAB 18 5 Updated Sep 14, 2021

This is project code for the ICASSP 2023 paper P. Zhai, R.T. Rajan, Distributed Gaussian Process Hyperparameter Optimization for Multi-agent Systems, in ICASSP 2023, Jun. 2023

MATLAB 5 Updated Feb 20, 2024

Code for active fault-tolerant control design from TIE19 paper

MATLAB 33 10 Updated Apr 18, 2020

This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."

MATLAB 4,366 575 Updated Dec 26, 2024

Matlab simulation of a fleet of terrestrial vehicles performing formation control and obstacle avoidance

MATLAB 12 1 Updated Jul 26, 2022

Joint work of Tsinghua University and the University of Adelaide

MATLAB 8 1 Updated Oct 11, 2023

The simulation of formation control for quadrotor, including target allocation, global path planning and local path planning

MATLAB 115 25 Updated Mar 20, 2018

Automatic model identification for high speed surface vessels

MATLAB 1 Updated Mar 19, 2018

This is the source code for the paper "Route planning for autonomous surface vessels based on improved artificial fish swarm algorithm".

MATLAB 15 3 Updated Dec 16, 2023

Adaptive Finite Time Smooth Nonlinear Sliding Mode Tracking Control for Surface Vessels with Uncertainties and Disturbances

MATLAB 19 1 Updated Jul 14, 2022

《统计学习方法》笔记-基于Python算法实现

Jupyter Notebook 2,060 668 Updated Jan 9, 2018

Implementation of Statistical Learning Method, Second Edition.《统计学习方法》第二版,算法实现。

Jupyter Notebook 830 271 Updated Feb 9, 2021

《统计学习方法》的代码实现

Jupyter Notebook 8 2 Updated Sep 19, 2023

Code for the book

MATLAB 65 13 Updated Feb 18, 2023
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