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averysi224's Projects

blackjack icon blackjack

An implementation of various solutions for a simplified version of blackjack, as described in 'Reinforcement Learning: An Introduction (Richard S. Sutton, Andrew G. Barto)'

cssforpolitics icon cssforpolitics

Machine learning models to perform stance classification, topic discovery, bot detection, and so on

dann_py3 icon dann_py3

python 3 pytorch implementation of DANN

drl-soccer-ppo icon drl-soccer-ppo

Training a two player soccer team using Advantage Actor Critic (A2C) with Proximal Policy Optimization (PPO) to beat a random team.

label_shift icon label_shift

A simple algorithm to identify and correct for label shift.

liegroups icon liegroups

Python implementation of SO2, SE2, SO3, and SE3 matrix Lie groups using numpy or pytorch

macad-gym icon macad-gym

Multi-Agent Connected Autonomous Driving (MACAD) Gym environments for Deep RL. Code for the paper presented in the Machine Learning for Autonomous Driving Workshop at NeurIPS 2019:

marl_ppo icon marl_ppo

A MARL PPO implementation with tf-agents, configured for the MultiCarRacing-v0 Gym environment.

mars icon mars

MARS is shortened for Multi-Agent Research Studio, a library for mulit-agent reinforcement learning research.

musicplayer icon musicplayer

Meditation music player using firebase firestore and AVPlayer with firebaseAuthUI

pac-ps-w icon pac-ps-w

PAC Prediction Sets Under Covariate Shift

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