flint-xf-fan Goto Github PK
Name: Flint Xiaofeng Fan
Type: User
Company: A*STAR
Bio: PhD candidate at NUS; A*STAR CIS Scholar, class 2019; A*STAR AIF Fellow, class 2024; Upcoming postdoc at ETH Zurich.
Location: Singapore
Name: Flint Xiaofeng Fan
Type: User
Company: A*STAR
Bio: PhD candidate at NUS; A*STAR CIS Scholar, class 2019; A*STAR AIF Fellow, class 2024; Upcoming postdoc at ETH Zurich.
Location: Singapore
Class project -- Rock Band Family Tree program
Experimental code for ICML 2019 paper Collective Model Fusion for Multiple Black-Box Experts
code for NeurIPS2021 paper on Federated Reinforcement Learning with Byzantine Resilience
Customisable Unified Physical Simulations (CUPS) for Reinforcement Learning. Experiments run on the ai2thor environment (http://ai2thor.allenai.org/) e.g. using A3C, RainbowDQN and A3C_GA (Gated Attention multi-modal fusion) for Task-Oriented Language Grounding (tasks specified by natural language instructions) e.g. "Pick up the Cup or else"
PyTorch implementations of deep reinforcement learning algorithms and environments
Projects from Udacity's Deep Reinforcement Learning Nanodegree course.
Project page for paper FedHQL: Federated Heterogeneous Q-Learning, AAMAS 2023 (extended abstract)
Flower: A Friendly Federated Learning Framework
Code for the Kaggle Ensembling Guide Article on MLWave
Curated list of tools and resources related to the use of machine learning for cyber security
Clone repo of https://github.com/ermongroup/MetaIRL
Code and discussion around the MIMIC-IV database
MIMIC preprocessing for the ICML paper "Dynamic Measurement Scheduling for Event Forecasting Using Deep RL"
Applications of Batch Reinforcement Learning to MIMIC dataset
ML/DL training workshops for EEE undergrads
Policy Gradient algorithms (REINFORCE, NPG, TRPO, PPO)
Bayesian Nonparametric Federated Learning of Neural Networks
Python Multi-Agent Reinforcement Learning framework
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.