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Guoyang Qin's Projects

approx_bipartite_match icon approx_bipartite_match

Python implementation of an approximate Euclidean bipartite matching algorithm proposed by a 2004 paper "A Near-Linear Constant-Factor Approximation for Euclidean Bipartite Matching?" by Pankaj Agarwal and Kasturi Varadarajan.

coronaviz icon coronaviz

Data visualization of development of the global COVID-19 pandemic

deepst icon deepst

Deep Learning for Spatio-Temporal Data

inftex icon inftex

Collecting most influential textbooks grouped by disciplines and subjects.

my-stable-baselines icon my-stable-baselines

A fork of Stable-Baselines, enabling bootstrapping at the last time step, if done=1 is only because time is up instead of arriving at a terminal state. ACER and A2C are modified.

pytorch-actorcriticrl icon pytorch-actorcriticrl

PyTorch implementation of DDPG algorithm for continuous action reinforcement learning problem.

reinforcement-learning icon reinforcement-learning

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

rl-adventure-2 icon rl-adventure-2

PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay

webdevbyimooc icon webdevbyimooc

Web development course assignment from www.imooc.com/learn/100

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