Rogue-Gym

A highly customizable roguelike game, with APIs for training AI agents.

Now the paper of Rogue-Gym is on arxiv.

We also published the traning code used for the paper.

Play as human

git clone https://github.com/kngwyu/rogue-gym.git
cd rogue-gym/devui
cargo run --release

Watch learned AI

Double DQN

There's also the action history file, and you can watch it by

cargo install --path ./devui --force
cd data/learned/ddqn-minidungeon/
rogue_gym_devui --config config.json replay --file best-actions.json --interval 100

PPO + IMPALA ResNet

Code is at https://github.com/kngwyu/rogue-gym-agents-cog19

Python API

See this page

Acknowledgements

rogue5.4

Required minimum version of rust

• core/devui 1.31.0-beta
• python 1.32.0 nightly

License

This project itself is licensed under either of

• Apache License, Version 2.0, (LICENSE-APACHE or http://www.apache.org/licenses/LICENSE-2.0)
• MIT license (LICENSE-MIT or http://opensource.org/licenses/MIT)

at your option.

This project contains some third party products.

The following third party products are included, and carry their own copyright notices and license terms:

• Ubuntu mono font is distributed under UBUNTU FONT LICENCE