AnthonySu

COMA_DQJL

Multi-agent Deep Reinforcement Learning on Dynamic Queue-jump Lane problems on the SUMO platform.

Algorithm_Interview_Notes-Chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

CS-Notes

:books: Tech Interview Guide 技术面试必备基础知识、Leetcode 题解、Java、C++、Python、后端面试、操作系统、计算机网络、系统设计

drone_saves_lifes_haoran

link_level_coordination

Linked level coordination using reinforcement learning for establishing DQJL

neo4j

Graphs for Everyone

acme

A library of reinforcement learning components and agents

AnthonySu.github.io

Personal Website

cockroach

CockroachDB - the open source, cloud-native SQL database.

cusp_10k

deep_inv_opt

An Open Source Deep Learning Framework for Solving Inverse Optimization Problem

DQJL_starting_data

The dataset provides the training set, test set and generating scripts for the initialization data for DQJL coordinations.

Emergency_Vehicle_Path_Clearance

Code for Emergency Vehicle Path Clearance

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

for_cusp

hrs

jemdoc with new design and support Mathjax.

Japanese_marriage_analysis

jshang2.github.io

Personal Website Generated by Jemdoc

keras-rl

Deep Reinforcement Learning for Keras.

linghu-algorithm-templete

MachineLearning-PolyReg_using_PyTorch

The repo contains the Jupyter notebook for my project where I created a polynomial regression model from scratch using PyTorch.

morvanzhou.github.io

莫烦Python Website source code

pwc

Papers with code. Sorted by stars. Updated weekly.

pylogit

A python package for estimating conditional logit models.

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).

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

Reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

rl-plotter

:sparkles: A plotter for reinforcement learning (RL)

SP19-DL-collaborative-notes

Collaborative lecture notes for Spring '19 NYU DL class

thesis-proposal-template

This is a Latex template for thesis proposals at the Data Engineering Systems Group.