flint-xf-fan Goto Github PK

band-family-tree

Class project -- Rock Band Family Tree program

bigdata_course_assignments

blackbox-fusion

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

byzantine-federated-rl

code for NeurIPS2021 paper on Federated Reinforcement Learning with Byzantine Resilience

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"

cz1003

deep-reinforcement-learning-algorithms-with-pytorch

PyTorch implementations of deep reinforcement learning algorithms and environments

dlnd-bike_ridership_prediction

dlnd-face_generation

dlnd-image_classification

dlnd-tv_script_generation

dlnd_project4

drlnd

Projects from Udacity's Deep Reinforcement Learning Nanodegree course.

emotion-recognition

fashion-mnist

fcnd-backyard-flyer

fedhql

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

flower

Flower: A Friendly Federated Learning Framework

kaggle-ensemble-guide

Code for the Kaggle Ensembling Guide Article on MLWave

kaggle-iceberg-detection

machine-learning-for-cyber-security

Curated list of tools and resources related to the use of machine learning for cyber security

meta_irl

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

mimic-iv

Code and discussion around the MIMIC-IV database

mimic-preprocess

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

mimic_rl_coach

Applications of Batch Reinforcement Learning to MIMIC dataset

mlda-workshop

ML/DL training workshops for EEE undergrads

pg_travel

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

probabilistic-federated-neural-matching

Bayesian Nonparametric Federated Learning of Neural Networks

pymarl

Python Multi-Agent Reinforcement Learning framework

pysekiro_with_rl