ml-solutions / halite3rl

A reinforcement learning bot for the Halite III programming competition https://halite.io/

Halite3RL

A reinforcement learning bot for the Halite III programming competition https://halite.io/

install

wget https://github.com/npfoss/Halite3RL/blob/master/initializer.sh
# or if that doesn't work because the repo is still private:
# wget http://npfoss.com/initializer.sh
chmod +x initializer.sh
./initializer.sh

This initializer was written for Ubuntu 18.04 but should work on any Debian-based Linux distro. If it doesn't work, try going through it and running your machine's equivalent of each command.

running

to run the actors which generate data: python3 actor.py

to run the learner (only one at a time please): python3 -m baselines.run --alg=acer --env=PongNoFrameskip-v4 ...it's fine.

to download the most recent weights, go to: tracksingles.com (lol)

TPU stuff

(mostly notes to self from Nate)

When it's time to tear everything down, put this at the end of any console.cloud.google.com/compute/ url: &walkthrough_tutorial_id=cloud_tpu_quickstart