This repository contains the code for paper REPRODUCING: UCB EXPLORATION VIA Q-ENSEMBLES.

How to Run

Clone this repository:

git clone https://github.com/yifjiang/UCB-review.git
cd UCB-review

You may also need to install openai-gym and openai-baseline.

To run the UCB-ensemble algorithm, type:

python run_atari_UCB_Ensemble.py [--env $(AnAtariEnvironmentNoFrameSkip-v0)]

To run the Double-DQN algorithm, type:

python run_atari_double.py [--env $(AnAtariEnvironmentNoFrameSkip-v0)]