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Department of Electrical Engineering, Inha University
- Republic of Korea
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OpenCalib: A Multi-sensor Calibration Toolbox for Autonomous Driving
Simple and easily configurable grid world environments for reinforcement learning
Aerial Gym Simulator - Isaac Gym Simulator for Aerial Robots
[ICRA 2023] A Prediction-boosted Planner for Fast and High-quality Autonomous Aerial Reconstruction
Framework for developing OpenAI Gym robotics environments simulated with Ignition Gazebo
A set of Gazebo worlds models and maps that I used for testing Navigation2
📚 Freely available programming books
BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models
Create, manipulate and convert representations of position and orientation in 2D or 3D using Python
A Unified Framework for scalable Vehicle Trajectory Prediction
C++ DataFrame for statistical, Financial, and ML analysis -- in modern C++ using native types and contiguous memory storage
A volumetric object-level semantic mapping framework.
📚 List of awesome university courses for learning Computer Science!
Materials for a short course on convex optimization.
Starter code accompanying homework assignments from AA203: Optimal and Learning-Based Control.
Implementation of the paper "Safe Trajectory Generation For Complex Urban Environments Using Spatio-temporal Semantic Corridor".
Motion planning and Navigation of AGV/AMR:python implementation of Dijkstra, A*, JPS, D*, LPA*, D* Lite, (Lazy)Theta*, RRT, RRT*, RRT-Connect, Informed RRT*, ACO, Voronoi, PID, DWA, APF, LQR, MPC, …
Let's make SpotMicro with Nvidia Jetson Nano.
Reinforcement Learning with Model Predictive Control
Code for the paper "Towards a Safe Real-Time Motion Planning Framework for Autonomous Driving Systems: An MPPI Approach"
OpenMAS is an open source multi-agent simulator based in Matlab for the simulation of decentralized intelligent systems defined by arbitrary behaviours and dynamics.
Legged robot foot's trajectory planner based on bezier curves
A gym environment for a miniature racecar using the pybullet physics engine.
Reinforcement learning framework from RSL for policy training with RaiSim.
Contact estimation for quadruped robots.
Self-contained implementation of non-convex optimization algorithms in python. Steepest Descent, Conjugate Gradient, Newton's Method, Quasi-newton (BFGS), l-BFGS
qpSWIFT is a light-weight sparse quadratic programming solver