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.