Zhiyuan "Paul" Zhou's Projects
A library of reinforcement learning components and agents
A collection of algorithms and data structures
RL action generalization on Atari2600
Bag of Visual Words (BOVW) classifier for image classification; opencv-python and sklearn implementation
a reinforcement learning agent learning to balance the cartpole problem
a trading bot that trades intelligently in a simulated virtual stock market
Python implementation of 2014 IEEE paper "Deblurring Text Images via L0 Regularized Intensity and Gradient Prior"
webapp: Tinder, but for food
Iris keyboard bindings
installing popular libraries on apple silicon
a utilities library to help you run ML experiments -- the butler will take care of trivial things for you!
Models of Sequential Decision-Making
Paradiso Lab Vision Prosthetic | using IMU information to enhance accuracy of object recognition on videos
Lightweight python library for launching experiments and tuning hyperparameters, either locally or on a cluster
PFRL: a PyTorch-based deep reinforcement learning library
portable skills in RL
a reinforcement agent learning to play the Atari game Pong
Procgen Benchmark: Procedurally-Generated Game-Like Gym-Environments
A CUDA implementation of SIFT for NVidia GPUs & Python bindings
Parse a receipt with OCR and ChatGPT
a Reinforcement Learning agent to manage a portfolio in the stock market
A simple framework for experimenting with Reinforcement Learning in Python.
code for the paper Specifying Behavior Preference with Tiered Reward Functions
a pipeline in Python & Unity to enable speech and hand gesture control of robots during navigation