def getAction(self, state):
legalActions = state.getLegalActions(self.index)
if legalActions == []:
return None
# Maybe Explore:
r = random.random()
if (r < self.exploreRate):
return random.choice(legalActions)
# Exploit:
return randoMax([(self.getQValue(state, a), a) for a in legalActions])
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)
def getAction(self, state):
actions = state.getLegalActions(self.index)
return random.choice(actions)