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Hi! I am Zhiyuan "Paul" Zhou and I recently graduated from Brown University studying Applied Math & CS. I'm interested in Reinforcement Learning. Come check out my website for more info!

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Zhiyuan "Paul" Zhou's Projects

acme icon acme

A library of reinforcement learning components and agents

bovw-classifier icon bovw-classifier

Bag of Visual Words (BOVW) classifier for image classification; opencv-python and sklearn implementation

cartpole-rl icon cartpole-rl

a reinforcement learning agent learning to balance the cartpole problem

cha-ching icon cha-ching

a trading bot that trades intelligently in a simulated virtual stock market

deblur icon deblur

Python implementation of 2014 IEEE paper "Deblurring Text Images via L0 Regularized Intensity and Gradient Prior"

m1-setup icon m1-setup

installing popular libraries on apple silicon

ml-butler icon ml-butler

a utilities library to help you run ML experiments -- the butler will take care of trivial things for you!

msdm icon msdm

Models of Sequential Decision-Making

object-recognition-imu icon object-recognition-imu

Paradiso Lab Vision Prosthetic | using IMU information to enhance accuracy of object recognition on videos

onager icon onager

Lightweight python library for launching experiments and tuning hyperparameters, either locally or on a cluster

pfrl icon pfrl

PFRL: a PyTorch-based deep reinforcement learning library

pong-rl icon pong-rl

a reinforcement agent learning to play the Atari game Pong

procgen icon procgen

Procgen Benchmark: Procedurally-Generated Game-Like Gym-Environments

pycudasift icon pycudasift

A CUDA implementation of SIFT for NVidia GPUs & Python bindings

simple_rl icon simple_rl

A simple framework for experimenting with Reinforcement Learning in Python.

tiered-reward icon tiered-reward

code for the paper Specifying Behavior Preference with Tiered Reward Functions

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