frank47ltt Goto Github PK
Name: Frank Liu
Type: User
Company: University of Pennsylvania
Bio: WFU '23 | UPenn '25 Computer Science major, undergraduate researcher (@RL-WFU )
Location: Philadelphia, Pennsylvania
Blog: frank47ltt.github.io
Name: Frank Liu
Type: User
Company: University of Pennsylvania
Bio: WFU '23 | UPenn '25 Computer Science major, undergraduate researcher (@RL-WFU )
Location: Philadelphia, Pennsylvania
Blog: frank47ltt.github.io
Project for Using Machine Learning and Statistic Model to analyze real world dataset, classified into different subtopics
Designed and Implemented a unity-based RPG game
Code for the MADDPG algorithm from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"
This project tests multiple different machine learning algorithms that can detect adversarial attacks in multi-agent reinforcement learning settings. Baselines were used to compare performance of a proposed ensemble model. Then, using FGSM, we re-attacked the ensemble detection model with perturbed observations. Read more at the pdf titled FinalPaper.
This is the code for my first author paper with the research group --- On Weaponizing Actions in Multi-Agent Reinforcement Learning: Theoretical and Empirical Study on Security and Robustness, The 24th International Conference on Principles and Practice of Multi-Agent Systems, 2022, accepted
This code is for our paper: Joe McCalmon; Tongtong Liu; Reid Goldsmith; Andrew Cyhaniuk; Talal Halabi; Sarra Alqahtani, Safe Reinforcement Learning via Observation Shielding, The Hawaii International Conference on System Sciences HICSS2023, accepted.
A front end side project
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.