Euchre Reinforcement Learning Project

This project is focused on teaching the basics of reinforcement learning.
After completing simple tutorials, the skills we have learned will be used to create a reinforcement learning agent capable of playing the card game Euchre.

Timeline

Week 1:

• Project Introduction
• Intro to RL
• Start Dynamic Programming Tutorial

Week 2:

• End Dynamic Programming Tutorial
• Monte Carlo Tutorial

Week 3:

• Temporal Difference Tutorial
• Start looking at Euchre Code

Week 4:

• Design state-space for Euchre
• Get DQN Agent working

Week 5-8:

• Open Work - There is lots to do, some things include:
  • Refining existing model
  • Exploring new models
  • Translating Q-Function results to human decisions

Week 9:

• Wrap-up and prepare for presentations

Week 10:

• Final Presentations