flint-xf-fan

Band-Family-Tree

Class project -- Rock Band Family Tree program

Byzantine-Federated-RL

code for NeurIPS2021 paper on Federated Reinforcement Learning with Byzantine Resilience

CZ1003

emotion-recognition

Fashion-MNIST

flower

Flower: A Friendly Federated Learning Framework

MLDA-Workshop

ML/DL training workshops for EEE undergrads

SDCND-Advanced-Lane-Lines

SDCND-Behavioral-Cloning

SDCND-Vehicle-Detection

flint-xf-fan/Byzantine-Federated-RL

code for NeurIPS2021 paper on Federated Reinforcement Learning with Byzantine Resilience

flint-xf-fan/MLDA-Workshop

ML/DL training workshops for EEE undergrads

flint-xf-fan/flower

Flower: A Friendly Federated Learning Framework

flint-xf-fan/BigData_Course_Assignments

flint-xf-fan/SDCND-Behavioral-Cloning

flint-xf-fan/blackbox-fusion

Experimental code for ICML 2019 paper Collective Model Fusion for Multiple Black-Box Experts

flint-xf-fan/cups-rl

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"

flint-xf-fan/Deep-Reinforcement-Learning-Algorithms-with-PyTorch

PyTorch implementations of deep reinforcement learning algorithms and environments

flint-xf-fan/drlnd

Projects from Udacity's Deep Reinforcement Learning Nanodegree course.

flint-xf-fan/FedHQL

Project page for paper FedHQL: Federated Heterogeneous Q-Learning, AAMAS 2023 (extended abstract)

flint-xf-fan/meta_irl

Clone repo of https://github.com/ermongroup/MetaIRL

flint-xf-fan/mimic-iv

Code and discussion around the MIMIC-IV database

flint-xf-fan/mimic-preprocess

MIMIC preprocessing for the ICML paper "Dynamic Measurement Scheduling for Event Forecasting Using Deep RL"

flint-xf-fan/MIMIC_RL_COACH

Applications of Batch Reinforcement Learning to MIMIC dataset

flint-xf-fan/pg_travel

Policy Gradient algorithms (REINFORCE, NPG, TRPO, PPO)

flint-xf-fan/probabilistic-federated-neural-matching

Bayesian Nonparametric Federated Learning of Neural Networks

flint-xf-fan/pymarl

Python Multi-Agent Reinforcement Learning framework

flint-xf-fan/pysekiro_with_RL

flint-xf-fan/Rainbow

Rainbow: Combining Improvements in Deep Reinforcement Learning

flint-xf-fan/reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

flint-xf-fan/rl-baselines-zoo

A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.

flint-xf-fan/RLMA

flint-xf-fan/sacred

Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

flint-xf-fan/stable-baselines

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

flint-xf-fan/svrg_for_policy_evaluation_with_fewer_gradients

flint-xf-fan/switch-cuda

A simple bash script for switching between installed versions of CUDA.

flint-xf-fan/tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

flint-xf-fan/Vessel-Segmentation

flint-xf-fan/WeChatExtension-ForMac

Mac版微信的功能拓展

flint-xf-fan/world-models

Reimplementation of World-Models (Ha and Schmidhuber 2018) in pytorch