INHA Computational Robotics and Autonomy Laboratory
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An-Overview-on-Recent-Advances-in-Path-Integral-Control
An-Overview-on-Recent-Advances-in-Path-Integral-Control PublicThis 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 R…
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MATLAB-Simulation-An-Overview-of-Recent-Advances-in-Path-Integral-Control
MATLAB-Simulation-An-Overview-of-Recent-Advances-in-Path-Integral-Control PublicThis 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 to de…
MATLAB 9
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MRS_RPESTM
MRS_RPESTM PublicMulti-Robot Relative Pose Estimation with a Comparison of Extended Kalman Filtering and Robust Pose Graph Optimization
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Tightly_Coupled_UWB-IMU_Fusion
Tightly_Coupled_UWB-IMU_Fusion Public6D pose estimation using tightly coupled UWB/IMU fusion using filtering method(EKF/ESKF/UKF/LIEKF)
C++ 7
Repositories
- MRS_RPESTM Public
Multi-Robot Relative Pose Estimation with a Comparison of Extended Kalman Filtering and Robust Pose Graph Optimization
- Tightly_Coupled_UWB-IMU_Fusion Public
6D pose estimation using tightly coupled UWB/IMU fusion using filtering method(EKF/ESKF/UKF/LIEKF)
- .github Public
- BiC-MPPI Public
BiC-MPPI: Goal-Pursuing, Sampling-Based Bidirectional Rollout Clustering Path Integral for Trajectory Optimization
- mppi-ipddp Public
- deliverybot Public
- An-Overview-on-Recent-Advances-in-Path-Integral-Control Public
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.
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