public void FirstActionIsRandom()
{
var environment = new TicTacToeEnvironment(new FirstAvailableSlotPlayer(BoardTile.O));
var innerPolicy = new MonteCarloTicTacToeAgent(BoardTile.X);
var distinctFirstActions = Enumerable.Range(0, 10)
.Select(_ => new ExploringStartPolicy(innerPolicy).GetAction(environment))
.Distinct();
Assert.Greater(distinctFirstActions.Count(), 1);
}
public void Saves_And_Loads()
{
var agent = new MonteCarloTicTacToeAgent(BoardTile.X);
var opponent = new FirstAvailableSlotPlayer(BoardTile.O);
agent.Train(opponent, 1);
var path = $"{nameof(MonteCarloTicTacToeAgentTests)}.{nameof(Saves_And_Loads)}.agent.json";
agent.SaveTrainedValues("asdf", path);
var stateActionTable = PolicyFileIo.LoadStateActionTable(path);
Assert.NotNull(stateActionTable);
}
