def getFeatures(self, state, agent):
me = agent
you = 1-agent
flag = state.getFlag(me)
feats = Counter()
myAlive = state.getAlivePieces(me)
yourAlive = state.getAlivePieces(you)
feats["mynumpieces"] = len(myAlive)/10.0
feats["yournumpieces"] = len(yourAlive)/10.0
feats["mypiecesum"] = sum([p.rank for p in myAlive])/52.0
feats["yourpiecesum"] = sum([p.rank for p in yourAlive])/52.0
feats["numbombdiffusers"] = sum([1 if p.rank == piece.MINER else 0 for p in myAlive])/3.0
feats["numbombs"] = sum([1 if p.rank == piece.BOMB else 0 for p in myAlive])/3.0
feats["distflagenemy"] = float("inf") if len(yourAlive) == 0 else min([manhattanDistance(flag, p) for p in yourAlive])/15.0
feats["mysumofpiecesrows"] = sum([p.position[1] for p in myAlive])/80.0
feats["yoursumofpiecesrows"] = sum([p.position[1] for p in yourAlive])/80.0
flagx, flagy = flag.position
surroundings = [(flagx, flagy+1), (flagx, flagy-1), (flagx-1, flagy), (flagx+1, flagy)]
surrpieces = [state.getPieceAtPos(p) for p in surroundings]
feats["flagsurrounded"] = sum([1 if (p != None and p.agentIndex == me) else 0 for p in surrpieces])/4.0
# Maybe add the row of the general or the bomb diffusers
return feats
def getAction(self, state):
piece = None
newPos = None
actions = state.getLegalActions(self.index)
print "Legal actions:", [(str(p), p.position, pos) for (p, pos) in actions]
while piece == None:
print state
userInput = raw_input("What is your move? (x0,y0) (x1,y1) ").split()
oldList = list(userInput[0])
oldPos = (int(oldList[1]), int(oldList[3]))
newList = list(userInput[1])
newPos = (int(newList[1]), int(newList[3]))
piece = state.getPieceAtPos(oldPos)
print "Old pos", oldPos
print "New pos", newPos
if piece == None:
print "Invalid initial position"
elif (piece, newPos) not in actions:
print "Not a legal action"
piece = None
else:
print "moving", piece, "from", oldPos, "to", newPos
return (piece, newPos)