Hi! I'm Tianze

Nanyang Technological University Student.

Deep Learning / Reinforcement learning.

About Me

Tianze Luo

NTU computer science M.Eng student / Deep learning researcher / Software engineer

Hi, there! I am Tianze Luo. I am student currently persuing M.Eng degree (by research) in computer science in Nanyang Technological University, advised by Prof. Tan Ah-Hwee. I recieved my Bachlor degree from Nanyang Technological University, School of EEE with First Class Honours in 2017. I am interested in Deep learning, Reinforcement learning, Android programming, Web development, data management and embeded system.

CV

Skills

Reinforcement Learning
Python
Android
C++
Arduino
C
Deep Learning
JAVA
Computer Vision / Image processing
SQL
HTML / CSS
Linux

Education & Experience

Education

M.Eng (by research) Computer Science

Nanyang Technological University

Duration: Aug 2017 - present

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B.Electrical & Electronics Engineering
First Class Honours

Nanyang Technological University

Duration: Aug 2013 - May 2017

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University Exchange in UTT, France

Université de Technologie de Troyes, France

Duration: Jul 2015 - Feb 2016

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Work Experience

Project Officer

Nanyang Technological University, Singapore

Duration: May 2016 - Jul 2016

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Internship (Android Development)

Rakuten, Japan Tokyo

Duration: May 2016 - Jul 2016

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Internship (System Testing)

ST Electronics, Singapore

Duration: May 2015 - Jul 2015

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Teaching Assistant

New Oriental, China Beijing

Duration: Jun 2014 - Jul 2014

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Awards

May 2015

Complete 2014 – 2015 NTU Undergraduate Research on Campus (URECA) with distinction.

Jul 2015

Win the first place in the IES (The Institution of Engineers Singapore) innovation competition in Singapore, with my product “ Smart Cup for Elderly P eople ”, among 10 more university and polytechnic teams.

Feb 2016

Won the first place in IET raspberry pi competition in NTU, with my project " indoor surveillance system".

Jul 2016

Complete 2015 – 2016 NTU Undergraduate Research on Campus (URECA) with distinction.

Research

AAMAS 2019

1. Submitted to AAMAS 2019 with the paper "Multi-Agent Collaborative Exploration through Graph-based Deep Q-Learning".

2. Submitted to AAMAS 2019 with the paper "Hierarchical Adaptive Clustering for Multi-agent Exploration".


ICME 2019

Submitted to ICME 2019 with the paper "A Hierarchical Self-Organizing Adaptive Method for Indoor Map Segmentation".

My Projects

Aug 2017 - present

Develop Multi-agent Map Exploration methods for indoor search and rescue tasks, as well as application on drones. This project is funded by ST Engineering, Singapore.

Aug 2016 - Mar 2017

Developed the Electrical Control System for an electric vehicle, and would join in Shell Eco-Marathon Competition.

Feb 2016 - Nov 2016

Developed a family oriented product as my Final Year Project, and get A grade. This project involved Android, C++, Opencv, face recognition, motion detection, cloud database and Curl. It meets the needs of families.

Feb - Aug 2016

Developed the Electrical Control System for robots in the RoboMaster Competition held by Dà-Jiāng Innovations.

Aug 2015 - Feb 2016

Developed an Indoor Surveillance System, using Raspberry Pi, and smart phone, with OpenCV, C++ and Python. The system can detect person’s enter, and send notification to the smart phone via internet.

Aug 2015 - Jan 2016

Developed a French card game called “Menhir”, using Java. It has a GUI and strong AI.

May - Jul 2015

Developed a Smart Cup and corresponding App for old people, using Arduino and Java (Android) . The cup can record water drinking and alert users to talk medicine on time. It connects to the cup via Bluetooth.

Aug 2014 - May 2015

Developed an Android app: Indoor Navigation System for visual disabilities, using Java (Android) and RFID signal transmission. This system can significantly help the visual disabilities in finding their ways in an indoor environment.

Contact Me

  • Nanyang Technological University, Singapore

  • luotianzeltz@gmail.com / tianze001@e.ntu.edu.sg

  • +65-84996365

  • +65-84996365