Reinforcement Learning in Minecraft with Malmo

An AI for sheep herding. We apply reinforcement learning techniques to train an agent to lure sheep into a pen, within the Minecraft Malmo artifical intelligence platform.

Repository

https://github.com/mrdanshih/peta

Resources

• Rat Maze Deep RL: https://www.samyzaf.com/ML/rl/qmaze.html
• Deep Q Learning with Keras: https://keon.io/deep-q-learning/
• Simple Reinforcement Learning with Tensorflow: https://medium.com/emergent-future/simple-reinforcement-learning-with-tensorflow-part-0-q-learning-with-tables-and-neural-networks-d195264329d0
• Malmo: https://github.com/microsoft/malmo