An Implementation Guide and Empirical Analysis on the Soft Actor-Critic AlgorithmA project that presents a refined PyTorch implementation designed for easy learning, along with a list of implementation tips, and a set of empirical analysis on the SAC algorithm, a popular and robust DRL algorithm.
Supervisor: Prof. Mehryar Mohri. Presentation slides and the report:
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Analyzing the Effect of Adversarial Training Examples on Reading Comprehension TasksNLP research to study how adversarial training examples affect test-time performance of Match-LSTM models trained for reading comprehension tasks on the SQuAD dataset.
Project teammates: Autumn Wu, Yiming Zhang.
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Mage AcademyA fast-paced 2-player game about magic duels! Play it on one computer with your friends for fun! :D
Use mana to generate energy orbs and then convert them into powerful offensive magic as well as AI-controlled unique summon creatures. Use a ton of offensive power to overwhelm your enemy or use summoning and shadow blade to outwit them! It's your magic, it's your choice! Prove you are a worthy mage in the intense duels at the Mage Academy! This project is made together with my friend Yaofei Wu. Supervisor: Prof. John Sterling Source on Github: https://github.com/watchernyu/MageAcademy Documentation: mageacademydocumentation.pdf |
Redeemer: Earthquake Rescue Robot designIn this project we built a robot prototype that is controlled with Arduino. For the control logic, we used a finite state machine scheme. This simple robot is able to use light and distance sensor to move around, avoid obstacles, and can be guided to move to a certain location with a light source.
The robot is built together with my teammate Anthia Ma. Supervisor: Prof. Rodolfo Cossovich
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SeeMetroSeeMetro: A real-time data visualization of NYC metro system
1st Prize project in NYU Shanghai Object Oriented Programming course Spring 2015 taught by Professor Promethee Spathis. Used real data to visualize metro system in their time-location, speed and crowdedness. Project is created together with my teammate Autumn Wu. Project intro: https://www.youtube.com/watch?v=TTItVLUmOBs |
AdaptoolAdaptool: A Conceptual Prosthetic Arm Design for Microsoft Design Expo 2015
1st Prize project in NYU Shanghai. “Most Impactful” Design Award at Microsoft Design Expo 2015. This project is supervised by Professor Clay Shirky. The 3 other members in my team: Kadallah Burrowes, Ellina Nurmukhametova and Fred Wu. Project Intro: http://adaptool.strikingly.com/ About Microsoft Design Expo 2015 and presentation videos: https://www.microsoft.com/en-us/research/event/design-expo-2015/ https://www.microsoft.com/en-us/research/video/design-expo-2015-new-york-university-shanghai-china/ |
Defense of the GPS InvasionDefense of the GPS Invasion: A fast-paced 2-D shooting game written in python. When the GPS monsters are coming for planet Earth, your spaceship is the last defense of mankind. Can you save our planet from these mysterious monsters?
1st Prize in Intro to CS Python Game Competition, the class was taught by Prof. Keith Ross. Finished in my freshman year, this is the first ever coding project I made. Nothing commercial, only for fun. Project Intro: https://www.youtube.com/watch?v=KjtqRKjpbfo |
CryptalkFunCrypTalkFun: A secure application for instant messaging.
Applied Cryptography project created with my friend Liming Luo at NYU Tandon School of Engineering. We also made a code decipher project that was the best in class. Cryptography is fun but later I decided that AI seems more interesting for me. This class was taught by Prof. Giovanni Di Crescenzo. Project report below:
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