Skip to content
View Medissaoui07's full-sized avatar

Block or report Medissaoui07

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
Medissaoui07/README.md

Hi! I'm Mohamed Issaoui πŸ‘‹

Computer Science & AI Engineer | Robotics & Embodied AI

Recently graduated from the National School of Computer Science (ENSI), Tunisia, with an engineering degree in Computer Science and Artificial Intelligence. I'm passionate about Robotics, Reinforcement Learning, Embodied AI, and Robot Learning. My goal is to bridge the gap between intelligent software and the physical world by building autonomous systems that can perceive, reason, learn, and act.


🧠 Research & Technical Interests

  • πŸ€– Embodied AI & Robot Learning
  • 🧠 Vision-Language-Action (VLA) Models
  • 🌍 World Models for Robotics
  • 🎯 Reinforcement Learning & Imitation Learning
  • πŸ‘οΈ Vision-Language Models & Multimodal AI
  • πŸ—ΊοΈ Vision-and-Language Navigation
  • 🦾 Autonomous Robot Control & Planning
  • 🧩 LLM/VLM-based Robot Reasoning
  • 🌐 Human-Robot Interaction

πŸš€ Currently Working On

  • 🦾 VLA & Embodied AI β€” exploring Vision-Language-Action models and their integration with robotic systems.
  • 🌍 World Models for Robotics β€” studying learned environment representations for prediction, planning, and decision-making.
  • πŸ€– Robot Learning β€” experimenting with reinforcement learning and simulation-based learning for robotic manipulation and locomotion.
  • 🧠 Multimodal Robot Intelligence β€” investigating how VLMs/LLMs can connect perception, reasoning, planning, and action.
  • πŸ“„ Research Paper β€” currently preparing my first research paper for journal submission.

πŸ”¬ Research Experience

Wilfrid Laurier University β€” Research Internship

Worked on Vision-and-Language Navigation (VLN) under partial observability, combining:

  • Vision-Language Models for scene understanding
  • LLM-based planning and reasoning
  • Semantic scene graphs
  • RGB-D perception
  • Frontier exploration
  • Deterministic robot navigation

The project explored how multimodal AI systems can improve navigation and decision-making in previously unseen environments.


πŸ› οΈ Technologies & Tools

python cplusplus c pytorch opencv ros docker linux

AI / ML

PyTorch TensorFlow Stable-Baselines3 Gymnasium MuJoCo OpenCV Hugging Face

Robotics

ROS 2 Gazebo RViz Nav2 Isaac Sim Isaac Lab

Development

Python C++ C Git GitHub Docker Linux CUDA Jupyter TensorBoard


πŸ“Œ Featured Projects

🦾 Vision-and-Language Navigation

Research project exploring multimodal navigation using VLM perception, LLM reasoning, semantic scene graphs, frontier exploration, and robot navigation.

πŸ• Reinforcement Learning for Quadruped Robots

GPU-accelerated reinforcement learning environment for a modular quadruped robot using MuJoCo, Gymnasium, Stable-Baselines3, Docker, and TensorBoard.

🧠 LLM-Based Reward Generation for Robotics

Exploring the use of LLMs to automatically generate reward functions for reinforcement learning environments and robotic tasks.

πŸ€– VLA & World Models for Robotics

Ongoing exploration of Vision-Language-Action models, learned world models, robot manipulation, and the connection between multimodal foundation models and physical agents.


πŸ“Š GitHub Stats


πŸ“« Connect With Me



Building intelligent machines that can perceive, reason, learn, and act.

Pinned Loading

  1. PCDorg/RewGen4Robotics PCDorg/RewGen4Robotics Public

    Python

  2. ros-vlm ros-vlm Public

    Python 1

  3. Autonomus-Navigation-Robot-ROS2 Autonomus-Navigation-Robot-ROS2 Public

    Python 1

  4. Reinforcement-Learning-with-TorchRL Reinforcement-Learning-with-TorchRL Public

    A repository dedicated to reinforcement learning experiments, featuring implementations of key RL algorithms using TorchRL

    Jupyter Notebook 1

  5. What-Changed-in-The-Room What-Changed-in-The-Room Public

    Python