There are 6 repositories under probabilistic-robotics topic.
solution of exercises of the book "probabilistic robotics"
《概率机器人》课后习题详解。Detailed Solutions for exercises of book "Probabilistic Robotics" in both English & Chinese.
Probabilistic line extraction from 2-D range scan
Solutions to assignments of Robot Mapping Course WS 2013/14
Autonomous Occupancy Probability Mapping Mission Robot Code with Webots and ROS2.
Autonomous mobile robotics algorithms.
This ROS2 package aims to demonstrate how the Particle Filter or Monte Carlo Localization is implemented in a real robot in a simulation world.
SLAM system using Total Least Square algorithm to determine the trajectory of a robot moving in a given environment
Monte Carlo Localization Simulator - Educational Tool for EL2320 Applied Estimation at KTH Stockholm
2D bearing-only SLAM with least squares
Particle Filter Localization for a Differential Drive Robot using LiDAR scans in a 2D Occupancy Grid
EKF Localization Simulator - Educational Tool for EL2320 Applied Estimation at KTH Stockholm
A solver for motion planning problems
Sketch of low-level/low-resources graphic engine: Occupancy Grid Mapping for robot navigation tasks.
This is a webots project implementing a controller for e-puck robot that localizes itself with particle filter method
A WebGL-based motion planning visualizer
Implementation "learn intrinsic parameter" pseudocode in Probabilistic robotics (Chapter 6.3.2)
Learning Multi-Reference Frame Skills from Demonstration with Task-Parameterized Gaussian Processes (TPGP)
Simultaneous Localization and Mapping based on Rao-Blackwellized Particle Filter 🗺️
Autonomous Robotics
Experimental fastslam algorithm web application.
My solutions to Thrun et al.'s Probabilistic Robotics end of chapter questions.
Project for Probabilistic Robotics: Underactuated Robots, Univ. La Sapienza Roma, 2020.
Notebooks about object motion and localization from the Udacity Computer Vision Nanodegree.
This repository contains the explanation and implementation(in C++) of The Kalman Filter Algorithm for Robot's pose localization.
Matlab code for ideal and noisy 2D velocity motion models
Using a particle filter to localize a vehicle
very simple example for particles filter
Pair assignment for the Probabilistic Robotics course at UvA
Assignments for the Probabilistic Robotics course at UvA
Excercises and examples from the Probabilistic Robotics book by Thrun, Burgard, and Fox.