Project Summary

StevesFightClub is a Q-Learning reinforcement learning project that aims to create an intelligent agent (Steve) in minecraft. The agent is thrown in an enclosed arena and must learn to survive and fight a horde of various enemies including zombies, skeletons, etc. The agent is tested on its ability to inflict damage and strategically navigate around monsters.

Project Images

Here is our agent stuck in corner and hugged to death.

Here is our agent trying to escape the arena.

Project Resources

• Project Source Code

• Microsoft Malmo