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Repository Summary

Description This is the code repository of a tutorial overview of Path Integral (PI) approaches for stochastic optimal control and trajectory optimization. Different case studies were performed in MATLAB and ROS2/GAZEBO environment to demonstrate the effectiveness of stochastic control method for trajectory optimization.
Checkout URI https://github.com/i-asl/an-overview-on-recent-advances-in-path-integral-control.git
VCS Type git
VCS Version main
Last Updated 2023-09-05
Dev Status UNKNOWN
Released UNRELEASED
Contributing Help Wanted (-)
Good First Issues (-)
Pull Requests to Review (-)

Packages

Name Version
autonomous_tb3 0.0.0
nav2_amcl 1.2.0
nav2_behavior_tree 1.2.0
nav2_behaviors 1.2.0
scoutbot 1.0.0

README

ROS2/GAZEBO: An Overview of Recent Advances in Model Predictive Path Integral (MPPI) Control

This is the code repository of a tutorial overview of Path Integral (PI) approaches for stochastic optimal control and trajectory optimization. Different case studies were performed in ROS2/GAZEBO environments to demonstrate the effectiveness of the stochastic control method for trajectory optimization.

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Repository Summary

Description This is the code repository of a tutorial overview of Path Integral (PI) approaches for stochastic optimal control and trajectory optimization. Different case studies were performed in MATLAB and ROS2/GAZEBO environment to demonstrate the effectiveness of stochastic control method for trajectory optimization.
Checkout URI https://github.com/i-asl/an-overview-on-recent-advances-in-path-integral-control.git
VCS Type git
VCS Version main
Last Updated 2023-09-05
Dev Status UNKNOWN
Released UNRELEASED
Contributing Help Wanted (-)
Good First Issues (-)
Pull Requests to Review (-)

Packages

Name Version
autonomous_tb3 0.0.0
nav2_amcl 1.2.0
nav2_behavior_tree 1.2.0
nav2_behaviors 1.2.0
scoutbot 1.0.0

README

ROS2/GAZEBO: An Overview of Recent Advances in Model Predictive Path Integral (MPPI) Control

This is the code repository of a tutorial overview of Path Integral (PI) approaches for stochastic optimal control and trajectory optimization. Different case studies were performed in ROS2/GAZEBO environments to demonstrate the effectiveness of the stochastic control method for trajectory optimization.

No version for distro kilted showing github. Known supported distros are highlighted in the buttons above.

Repository Summary

Description This is the code repository of a tutorial overview of Path Integral (PI) approaches for stochastic optimal control and trajectory optimization. Different case studies were performed in MATLAB and ROS2/GAZEBO environment to demonstrate the effectiveness of stochastic control method for trajectory optimization.
Checkout URI https://github.com/i-asl/an-overview-on-recent-advances-in-path-integral-control.git
VCS Type git
VCS Version main
Last Updated 2023-09-05
Dev Status UNKNOWN
Released UNRELEASED
Contributing Help Wanted (-)
Good First Issues (-)
Pull Requests to Review (-)

Packages

Name Version
autonomous_tb3 0.0.0
nav2_amcl 1.2.0
nav2_behavior_tree 1.2.0
nav2_behaviors 1.2.0
scoutbot 1.0.0

README

ROS2/GAZEBO: An Overview of Recent Advances in Model Predictive Path Integral (MPPI) Control

This is the code repository of a tutorial overview of Path Integral (PI) approaches for stochastic optimal control and trajectory optimization. Different case studies were performed in ROS2/GAZEBO environments to demonstrate the effectiveness of the stochastic control method for trajectory optimization.

No version for distro rolling showing github. Known supported distros are highlighted in the buttons above.

Repository Summary

Description This is the code repository of a tutorial overview of Path Integral (PI) approaches for stochastic optimal control and trajectory optimization. Different case studies were performed in MATLAB and ROS2/GAZEBO environment to demonstrate the effectiveness of stochastic control method for trajectory optimization.
Checkout URI https://github.com/i-asl/an-overview-on-recent-advances-in-path-integral-control.git
VCS Type git
VCS Version main
Last Updated 2023-09-05
Dev Status UNKNOWN
Released UNRELEASED
Contributing Help Wanted (-)
Good First Issues (-)
Pull Requests to Review (-)

Packages

Name Version
autonomous_tb3 0.0.0
nav2_amcl 1.2.0
nav2_behavior_tree 1.2.0
nav2_behaviors 1.2.0
scoutbot 1.0.0

README

ROS2/GAZEBO: An Overview of Recent Advances in Model Predictive Path Integral (MPPI) Control

This is the code repository of a tutorial overview of Path Integral (PI) approaches for stochastic optimal control and trajectory optimization. Different case studies were performed in ROS2/GAZEBO environments to demonstrate the effectiveness of the stochastic control method for trajectory optimization.

Repository Summary

Description This is the code repository of a tutorial overview of Path Integral (PI) approaches for stochastic optimal control and trajectory optimization. Different case studies were performed in MATLAB and ROS2/GAZEBO environment to demonstrate the effectiveness of stochastic control method for trajectory optimization.
Checkout URI https://github.com/i-asl/an-overview-on-recent-advances-in-path-integral-control.git
VCS Type git
VCS Version main
Last Updated 2023-09-05
Dev Status UNKNOWN
Released UNRELEASED
Contributing Help Wanted (-)
Good First Issues (-)
Pull Requests to Review (-)

Packages

Name Version
autonomous_tb3 0.0.0
nav2_amcl 1.2.0
nav2_behavior_tree 1.2.0
nav2_behaviors 1.2.0
scoutbot 1.0.0

README

ROS2/GAZEBO: An Overview of Recent Advances in Model Predictive Path Integral (MPPI) Control

This is the code repository of a tutorial overview of Path Integral (PI) approaches for stochastic optimal control and trajectory optimization. Different case studies were performed in ROS2/GAZEBO environments to demonstrate the effectiveness of the stochastic control method for trajectory optimization.

No version for distro galactic showing github. Known supported distros are highlighted in the buttons above.

Repository Summary

Description This is the code repository of a tutorial overview of Path Integral (PI) approaches for stochastic optimal control and trajectory optimization. Different case studies were performed in MATLAB and ROS2/GAZEBO environment to demonstrate the effectiveness of stochastic control method for trajectory optimization.
Checkout URI https://github.com/i-asl/an-overview-on-recent-advances-in-path-integral-control.git
VCS Type git
VCS Version main
Last Updated 2023-09-05
Dev Status UNKNOWN
Released UNRELEASED
Contributing Help Wanted (-)
Good First Issues (-)
Pull Requests to Review (-)

Packages

Name Version
autonomous_tb3 0.0.0
nav2_amcl 1.2.0
nav2_behavior_tree 1.2.0
nav2_behaviors 1.2.0
scoutbot 1.0.0

README

ROS2/GAZEBO: An Overview of Recent Advances in Model Predictive Path Integral (MPPI) Control

This is the code repository of a tutorial overview of Path Integral (PI) approaches for stochastic optimal control and trajectory optimization. Different case studies were performed in ROS2/GAZEBO environments to demonstrate the effectiveness of the stochastic control method for trajectory optimization.

No version for distro iron showing github. Known supported distros are highlighted in the buttons above.

Repository Summary

Description This is the code repository of a tutorial overview of Path Integral (PI) approaches for stochastic optimal control and trajectory optimization. Different case studies were performed in MATLAB and ROS2/GAZEBO environment to demonstrate the effectiveness of stochastic control method for trajectory optimization.
Checkout URI https://github.com/i-asl/an-overview-on-recent-advances-in-path-integral-control.git
VCS Type git
VCS Version main
Last Updated 2023-09-05
Dev Status UNKNOWN
Released UNRELEASED
Contributing Help Wanted (-)
Good First Issues (-)
Pull Requests to Review (-)

Packages

Name Version
autonomous_tb3 0.0.0
nav2_amcl 1.2.0
nav2_behavior_tree 1.2.0
nav2_behaviors 1.2.0
scoutbot 1.0.0

README

ROS2/GAZEBO: An Overview of Recent Advances in Model Predictive Path Integral (MPPI) Control

This is the code repository of a tutorial overview of Path Integral (PI) approaches for stochastic optimal control and trajectory optimization. Different case studies were performed in ROS2/GAZEBO environments to demonstrate the effectiveness of the stochastic control method for trajectory optimization.

No version for distro melodic showing github. Known supported distros are highlighted in the buttons above.

Repository Summary

Description This is the code repository of a tutorial overview of Path Integral (PI) approaches for stochastic optimal control and trajectory optimization. Different case studies were performed in MATLAB and ROS2/GAZEBO environment to demonstrate the effectiveness of stochastic control method for trajectory optimization.
Checkout URI https://github.com/i-asl/an-overview-on-recent-advances-in-path-integral-control.git
VCS Type git
VCS Version main
Last Updated 2023-09-05
Dev Status UNKNOWN
Released UNRELEASED
Contributing Help Wanted (-)
Good First Issues (-)
Pull Requests to Review (-)

Packages

Name Version
autonomous_tb3 0.0.0
nav2_amcl 1.2.0
nav2_behavior_tree 1.2.0
nav2_behaviors 1.2.0
scoutbot 1.0.0

README

ROS2/GAZEBO: An Overview of Recent Advances in Model Predictive Path Integral (MPPI) Control

This is the code repository of a tutorial overview of Path Integral (PI) approaches for stochastic optimal control and trajectory optimization. Different case studies were performed in ROS2/GAZEBO environments to demonstrate the effectiveness of the stochastic control method for trajectory optimization.

No version for distro noetic showing github. Known supported distros are highlighted in the buttons above.

Repository Summary

Description This is the code repository of a tutorial overview of Path Integral (PI) approaches for stochastic optimal control and trajectory optimization. Different case studies were performed in MATLAB and ROS2/GAZEBO environment to demonstrate the effectiveness of stochastic control method for trajectory optimization.
Checkout URI https://github.com/i-asl/an-overview-on-recent-advances-in-path-integral-control.git
VCS Type git
VCS Version main
Last Updated 2023-09-05
Dev Status UNKNOWN
Released UNRELEASED
Contributing Help Wanted (-)
Good First Issues (-)
Pull Requests to Review (-)

Packages

Name Version
autonomous_tb3 0.0.0
nav2_amcl 1.2.0
nav2_behavior_tree 1.2.0
nav2_behaviors 1.2.0
scoutbot 1.0.0

README

ROS2/GAZEBO: An Overview of Recent Advances in Model Predictive Path Integral (MPPI) Control

This is the code repository of a tutorial overview of Path Integral (PI) approaches for stochastic optimal control and trajectory optimization. Different case studies were performed in ROS2/GAZEBO environments to demonstrate the effectiveness of the stochastic control method for trajectory optimization.