Added turtlebot racing post

This commit is contained in:
Sharwin24 2025-06-28 15:03:01 -05:00
parent f24acf2804
commit f7796d1818
7 changed files with 53 additions and 0 deletions

BIN
assets/images/jackal.png Normal file

Binary file not shown.

After

Width:  |  Height:  |  Size: 2.6 MiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 262 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 219 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 1.4 MiB

View file

@ -0,0 +1,18 @@
---
title: "Reinforcement Learning Exploration"
date: 2025-06-12T09:00:00+00:00
description: RL for mobile robot navigation
hero: images/jackal.png
author:
image: /images/sharwin_portrait.jpg
menu:
sidebar:
name: RL Exploration
identifier: rle
weight: 5
tags: ["Python", "Reinforcement Learning", "Mujoco", "PPO", "LiDAR"]
repo: https://github.com/HarrisonBounds/RLE
---
The Jackal is a simple differential drive robot with an impressive payload capacity and can be equipped with various sensors. In this project, we simulated the jackal with a 3D LiDaR (Velodyne VLP16) in Mujoco and setup a PPO pipeline to teach the mobile robot to navigate towards a goal and avoid obstacles.
_This post is under construction._

View file

@ -0,0 +1,17 @@
---
title: "Turtlebot Racing with VIO"
date: 2025-06-15T09:00:00+00:00
description: Visual interface for teleoperating a turtlebot around a race-track generated by the user using VIO
hero: images/turtlebot_racing.png
author:
image: /images/sharwin_portrait.jpg
menu:
sidebar:
name: Turtlebot Racing
identifier: turtlebot-racing
weight: 5
tags: ["Computer Vision", "C++", "OpenCV", "Zed 2i Camera", "VIO"]
repo: https://github.com/Sharwin24/Visual-Pose-Graph-Estimation
---
_This post is under construction_

View file

@ -67,6 +67,15 @@ projects:
summary: Teaching the Unitree Go2 robot dog various locomotion tasks using reinforcement learning on the Genesis simulator.
tags: ["Python", "Reinforcement Learning", "PPO", "Genesis"]
- name: RL Mobile Robot Navigation
image: /images/jackal_lidar.png
role: "CS496: Machine Learning and Sensing Final Project"
timeline: "April 2025 - June 2025"
url: "/posts/rle/"
repo: https://github.com/HarrisonBounds/RLE
summary: Teaching a Jackal mobile robot with a LiDaR to navigate using reinforcement learning with Mujoco.
tags: ["Python", "Reinforcement Learning", "Mujoco", "PPO", "LiDaR"]
- name: Chess Robot
role: "NEU Robotics Club Project"
image: /images/chess_robot.gif
@ -76,6 +85,15 @@ projects:
summary: A gantry robot equipped with a camera to autonomously play and teach chess to human opponents.
tags: ["Python", "OpenCV", "Arduino", "Stepper Motors"]
- name: Racing Simulator with VIO
image: /images/turtlebot_video.png
role: "MSAI495: Computer Vision Final Project"
timeline: "April 2025 - June 2025"
url: "/posts/turtlebot-racing/"
repo: https://github.com/Sharwin24/Visual-Pose-Graph-Estimation
summary: Utilized a turtlebot3 with a Zed 2i camera to create a racing simulator that uses Visual-Inertial Odometry (VIO) for localization and mapping.
tags: ["Computer Vision", "C++", "OpenCV", "Zed 2i Camera", "Visual-Inertial Odometry"]
- name: Robot Arm Educational Kit
image: /images/kavar_background.jpg
role: "Personal Project"