Past Projects

MineRL: Towards AI in Minecraft

MineRL is a research project started at Carnegie Mellon University aimed at developing various aspects of artificial intelligence within Minecraft.

• Environment: Ubuntu, Minecraft, Tensorflow2, Python
• Goal: Building agents that play Minecraft using state-of-the-art Machine Learning!
• Keywords: Reinforcement Learning, Deep Learning, Minecraft, MineRL, Marlo

Resources

• MineRL Documentation
• MineRL Diamond Competition
• Content Generation Competition

Reinforcement Learning for Flappy Bird

Practice machine learning skills and get Flappy Bird to learn how to play the game by itself.

• Environment: Tensorflow2, Python, openAI Gym

Tutorials

• Flappy Bird RL (Q-Table)
• Flappy Bird RL 2 (Q-Table)
• Flappy Bird Deep Learning (CNN, Q-Network)