Turgibot
Notebook

Research

What I am interested in right now: papers I am reading and discussing, tutorials I want to share, and ideas or features I am developing. Posts are grouped by topic.

AI in robotics

Planning, perception, and autonomy work I am reading, teaching, or building.

Tutorial2026-08-27PDDLplanningSTRIPStutorial

Core PDDL tutorial

A slide-deck workbook I wrote for learning core PDDL — domain vs problem, actions, logic, fluents, and time — with a try-it loop on every lesson.

Idea / feature2022-02-08digital twinMuJoCoUnityroboticsevent cameraNBEL

Digital twin of a 7-DoF robotic arm

A MuJoCo–Unity digital twin I contributed to the Open University NBEL lab, mainly to generate labeled dynamic-scene datasets for a 7-DoF arm (including event-camera style recordings) that other students used in their research.

Quantum computing

Notes, tutorials, and ideas at the intersection of quantum computing and the rest of my work.

No posts in this category yet. New entries go in research/quantum-computing/<post-slug>/.

Smart transportation systems

Connected mobility, transport systems, and related experiments.

Idea / feature2026-06-12SUMOdataset generationGNNETAKaggleSmartTransportation Lab

Graph Traffic Dataset Creator

A SUMO GUI that builds route-aware graph datasets from simulated traffic and real trajectories — the dataset-generation side of the NiDS 2026 paper, with two public Kaggle releases.

Idea / feature2025-01-01SUMOETAGNNtraffic simulationSmartTransportation Lab

Web-based SUMO city simulation

A browser SUMO simulation of a city I built with SmartTransportation Lab, used mainly to validate a graph neural network for route-aware ETA against live trips and logged prediction error.

Machine learning

Methods, papers, and implementation notes I want to share while I am working through them.

No posts in this category yet. New entries go in research/machine-learning/<post-slug>/.