internal override void MeasureBoard(Board board, FeatureMeasurementCollection result)
{
foreach (var g in board.OccupiedMapNodes.Where(kvp => edgeTerritories.Contains(kvp.Key.Territory)).GroupBy(kvp => kvp.Value.Power))
{
result.Add(new FeatureMeasurement(nameof(MapEdgesControlled), g.Key, null, null, g.Count()));
}
}
internal override void MeasureBoard(Board board, FeatureMeasurementCollection result)
{
double total = board.OccupiedMapNodes.Count();
foreach (var g in board.OccupiedMapNodes.GroupBy(kvp => kvp.Value.Power))
{
result.Add(new FeatureMeasurement(nameof(UnitCountPercentage), g.Key, null, null, g.Count() / total));
}
}
internal override void MeasureBoard(Board board, FeatureMeasurementCollection result)
{
double total = Maps.Full.Vertices.Count(mn => mn.Territory.IsSupplyCenter);
foreach (var g in board.OwnedSupplyCenters)
{
result.Add(new FeatureMeasurement(nameof(OwnedSupplyCentersPercentage), g.Key, null, null, g.Value.Count() / total));
}
}
internal override void MeasureBoard(Board board, FeatureMeasurementCollection result)
{
IEnumerable <UnitMove> unitMoves = board.GetUnitMoves();
_territoryStrengths.Clear();
foreach (UnitMove move in unitMoves)
{
if (move.IsDisband)
{
continue;
}
if (!_territoryStrengths.ContainsKey(move.Edge.Target.Territory))
{
_territoryStrengths.Add(move.Edge.Target.Territory, new PowersDictionary <int>()
{
{ move.Unit.Power, 1 }
});
}
else
{
if (!_territoryStrengths[move.Edge.Target.Territory].ContainsKey(move.Unit.Power))
{
_territoryStrengths[move.Edge.Target.Territory].Add(move.Unit.Power, 1);
}
else
{
_territoryStrengths[move.Edge.Target.Territory][move.Unit.Power]++;
}
}
}
foreach (var territoryStrength in _territoryStrengths)
{
foreach (KeyValuePair <Powers, int> t in territoryStrength.Value)
{
//result.Add(new FeatureMeasurement("RawTerritoryStrength", t.Key, null, territoryStrength.Key, t.Value));
int adjustedStrength = t.Value - territoryStrength.Value.Where(kvp => kvp.Key != t.Key)?.Sum(kvp => kvp.Value) ?? 0;
//todo adjust for units cutting support
result.Add(new FeatureMeasurement(nameof(RelativeTerritoryStrengths), t.Key, null, territoryStrength.Key, adjustedStrength));
}
}
}
internal override void MeasureBoard(Board board, FeatureMeasurementCollection result)
{
IEnumerable <UnitMove> unitMoves = board.GetUnitMoves();
_totalStrengths.Clear();
_totalStrengths.Init(0d);
foreach (UnitMove move in unitMoves)
{
if (move.IsDisband)
{
continue;
}
_totalStrengths[move.Unit.Power]++;
}
double totalBoardThreats = _totalStrengths.Values.Sum();
foreach (var kvp in _totalStrengths)
{
result.Add(new FeatureMeasurement(nameof(TerritoryThreatPercentage), kvp.Key, null, null, kvp.Value / totalBoardThreats));
}
}