public Intent Act(ref GameStateData gs, int id)
{
var job = new MCTSAgentJob
{
gs = gs,
sumScore = new NativeArray <int>(54, Allocator.TempJob),
rdmAgent = new RandomAgent {
rdm = new Random((uint)Time.frameCount)
},
id = id
};
var handle = job.Schedule();
handle.Complete();
var bestActionIndex = -1;
var bestScore = long.MinValue;
for (var i = 0; i < job.sumScore.Length; i++)
{
if (bestScore > job.sumScore[i])
{
continue;
}
bestScore = job.sumScore[i];
bestActionIndex = i;
}
//var chosenAction = availableActions[bestActionIndex];
/*for (int i = 0; i < job.sumScore.Length; i++)
* {
* Debug.Log(i+" "+job.sumScore[i]);
* }*/
//Debug.Log(job.sumScore[0]);
/*Debug.Log(job.sumScore[1]);
* Debug.Log(job.sumScore[2]);*/
Intent chosenIntent = new Intent();
chosenIntent.moveIntent = (ActionsAvailable)(bestActionIndex / (int)ActionsAvailable.NONE);
chosenIntent.actionIntent = (ActionsAvailable)((bestActionIndex % (int)ActionsAvailable.MOVE_BACK_LEFT) + (int)ActionsAvailable.MOVE_BACK_LEFT);
job.sumScore.Dispose();
Debug.Log((int)ActionsAvailable.MOVE_BACK_LEFT);
Debug.Log(bestActionIndex);
Debug.Log((int)chosenIntent.moveIntent);
Debug.Log(chosenIntent.moveIntent);
Debug.Log((int)chosenIntent.actionIntent);
Debug.Log(chosenIntent.actionIntent);
return(chosenIntent);
}
public ActionsTypes Act(ref GameState gs, NativeArray <ActionsTypes> availableActions, int playerId)
{
var job = new MCTSAgentJob
{
availableActions = availableActions,
gs = gs,
summedScores = new NativeArray <long>(availableActions.Length, Allocator.TempJob),
rdmAgent = new RandomAgent {
rdm = new Random((uint)Time.frameCount + (uint)playerId)
},
playerId = playerId,
gameParameters = GameParameters.Instance.Parameters
};
var handle = job.Schedule();
handle.Complete();
int bestActionIndex = -1;
var bestScore = long.MinValue;
for (var i = 0; i < job.summedScores.Length; i++)
{
if (bestScore > job.summedScores[i])
{
continue;
}
bestScore = job.summedScores[i];
bestActionIndex = i;
}
// Check if all value are same
var value = job.summedScores[0];
bool same = true;
for (int i = 1; i < job.summedScores.Length; i++)
{
same = job.summedScores[i] == value ? true : false;
if (!same)
{
break;
}
}
var chosenAction = availableActions[bestActionIndex];
Debug.Log("chosenAction:" + chosenAction);
job.summedScores.Dispose();
return(chosenAction);
}
public int Act(ref WindjermanGameState gs, NativeList <int> availableActions)
{
var job = new MCTSAgentJob
{
availableActionsFree = Rules.AvailableActionsFree,
availableActionsStun = Rules.AvailableActionsStun,
availableActionsFrozen = Rules.AvailableActionsFrozen,
gs = gs,
summedScores = new NativeArray <long>(availableActions.Length, Allocator.TempJob),
rdmAgent = new RandomAgent {
rdm = new Unity.Mathematics.Random((uint)Time.frameCount)
},
Playerid = PlayerID
};
var handle = job.Schedule();
handle.Complete();
var bestActionIndex = -1;
var bestScore = long.MinValue;
for (var i = 0; i < job.summedScores.Length; i++)
{
if (bestScore > job.summedScores[i])
{
continue;
}
bestScore = job.summedScores[i];
bestActionIndex = i;
}
var chosenAction = availableActions[bestActionIndex];
job.summedScores.Dispose();
return(chosenAction);
}