This solution implements four multiagent learning algorithms to be used with the "Soccer" zero-sum, two-player, non-deterministic Markov game.

1. Plain Q-Learning
2. Friend-Q
3. Foe-Q
4. Correlated-Q

Prerequisites:

1. Windows 7 or later and .NET 4.5.2
2. Microsoft Solver Foundation 3.0 Express or higher (https://msdn.microsoft.com/en-us/library/ff524499(v=vs.93).aspx)

To run: Compile the provided solution using MSBuild or Visual Studio and run the resulting executable. Follow the instructions to run one of the algorithms.