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phasic-policy-gradient

Code for the paper "Phasic Policy Gradient"

plant-disease-detection

Plant Disease Detection

pmaf

晚辈要疯了

ppo

A stable version of ppo and a2c

predictions-for-edge-enabled-dash

This is a repository for the code and dataset generated for our study of enabling dash video streaming with predictions at the edge through cross-layer monitoring of application and radio network metrics

private-ai

Repo for Udacity's Secure & Private AI course Federated Learning

puffer

Puffer is a free live TV streaming website and a research study at Stanford using machine learning to improve video streaming

puffer-statistics

Data analysis scripts for Puffer

pythia

A customizable hardware prefetching framework using online reinforcement learning as described in the MICRO 2021 paper by Bera et al. (https://arxiv.org/pdf/2109.12021.pdf).

python-mpegdash

MPEG-DASH MPD(Media Presentation Description) Parser

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

pytorch-a3c

Simple A3C implementation with pytorch + multiprocessing

pytorch-tutorial

Build your neural network easy and fast, 莫烦Python中文教学

qarc

The implementation of "QARC: Video Quality Aware Rate Control for Real-Time Video Streaming based on Deep Reinforcement Learning"

quic-go

A QUIC implementation in pure go

rasoulnik.github.io

My personal website

red

Implementation of Random Expert Distillation

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

reinforcement_learning_in_python

Implementing Reinforcement Learning, namely Q-learning and Sarsa algorithms, for global path planning of mobile robot in unknown environment with obstacles. Comparison analysis of Q-learning and Sarsa

rl-cache

rlearn

A Python Reinforcement Learning Package

safe-exploration

Safe Exploration with MPC and Gaussian process models

scenario-template

Template for running simulation scenarios in ndnSIM

scikit-learn

scikit-learn: machine learning in Python

secure-ai

Submission for the 2020 Facebook community challenge

sentdexml

Introduction to machine learning Breast Cancer Project Inclusive

short-video-streaming-challenge

ACM MULTIMEDIA 2022 Grand Challenge

simlive

A simulator for livejack

stick-a2c