Partially-observed visual reinforcement learning domain

CowHerd

CowHerd is a partially-observed reinforcement learning environment, where the player walks around an area and is rewarded for milking cows. The cows try to escape and the player can place fences to help capture them. The implementation of CowHerd is based on the Crafter environment.

Play Yourself

You can play the game yourself with an interactive window and keyboard input.
The mapping from keys to actions, health level, and inventory state are printed
to the terminal.

# Install with GUI
pip3 install 'cowherd[gui]'

# Start the game
cowherd

# Alternative way to start the game
python3 -m cowherd.run_gui

The following optional command line flags are available: