In the RoboCup Junior Soccer Simulation Competition, our team considered using Machine Learning and/or Reinforcement Learning in our algorithm.

However, there were some challenges that we considered:

  • Time constraints
  • Whether we could implement it
  • Learning new concepts in less than one month
  • Uncertainty of success

These challenges resulted in our team choosing not to attempt a machine learning/reinforcement learning algorithm for this competition.