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- https://geonhee-lee.github.io/geon.github.io/
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Starred repositories
Uncertainty-Aware DRL for Autonomous Vehicle Crowd Navigation in Shared Space (IEEE-IV-2024)
CMPCC: Corridor-based Model PredictiveContouring Control for Aggressive Drone Flight
Model Predictive Path Integral Control using isaacgym for rollouts, gpu-accelerated
Official implementation for the paper "CoVO-MPC: Theoretical Analysis of Sampling-based MPC and Optimal Covariance Design" accepted by L4DC 2024. CoVO-MPC is an optimal sampling-based MPC algorithm.
ROS package for efficient autonomous navigation of AGVs in complex, unknown, cluttered environments
Visualization tools for easier rviz plotting.
Repository for multi-robot collision avoidance using the Velocity Obstacle.
Continuous CBS - a modification of conflict based search algorithm, that allows to perform actions (move, wait) of arbitrary duration. Timeline is not discretized, i.e. is continuous.
A basic nonlinear model predictive control implementation using Casadi with Unscented Kalman filter state estimation
This is a Tutorial on how to use CasADi with CPP.
ROS implementation for omnidirectional mobile robot tracking and navigation using Nonlinear MPC based on CasADi toolkit
A Multiplicative Value Function for Safe and Efficient Reinforcement Learning. IROS 2023.
A self driving machine learning algorithm
ROS package for autonomous navigation of AGVs in unknown cluttered environments using MPPI and log-MPPI
The Time Series Visualization Tool that you deserve.
Tips and tricks to optimize your C++ code
Hybrid A* Path Planner for the KTH Research Concept Vehicle
cpp implementation of robotics algorithms including localization, mapping, SLAM, path planning and control
Online deadlock-free multi-agent trajectory planner using linear safe corridor (LSC)
Model Predictive Path Integral (MPPI) with approximate dynamics implemented in pytorch
Experimental navigation techniques for ROS robots.
Motion planning and Navigation of AGV/AMR:ROS planner plugin implementation of A*, JPS, D*, LPA*, D* Lite, Theta*, RRT, RRT*, RRT-Connect, Informed RRT*, ACO, PSO, Voronoi, PID, LQR, MPC, DWA, APF,…