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ai.py
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61 lines (49 loc) · 1.52 KB
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import numpy
from vector import Vector
from car import Car
from curve import CurveData
import time
import random
class AI(object):
def __init__(self,memSize=10,maxSpeed=10):
self.memorySize=10+random.randint(-2,2)
self.maxSpeed = 170.0+random.gauss(0,20)
self.lastAcc=[];
self.lastVel=[];
self.lastStatus=[];
for i in range(self.memorySize):
self.lastAcc.append(0)
self.lastVel.append(Vector(0,0))
self.lastStatus.append(1)
def update(self, dt, car, curve,curve_p):
self.lastVel.pop(0)
self.lastVel.append(car.velocity)
acc=0
"""Calculate the amount of gas"""
height = 0#car.position.y - curve.value_at_x(car.position.x)
self.lastStatus.pop(0)
if (height>0.1):
self.lastStatus.append(0)
else:
self.lastStatus.append(1)
meanSpeed=0
for vel in self.lastVel:
meanSpeed = meanSpeed + vel.length()
meanSpeed=meanSpeed/self.memorySize
if (meanSpeed<self.maxSpeed):
acc=1-meanSpeed/float(self.maxSpeed)
# Always accelerate for now.
self.lastAcc.pop(0)
self.lastAcc.append(acc)
print meanSpeed
print acc
time.sleep(0.01)
return acc*6
def mutate(self):
newMemsize=self.memorySize+random.randint(-2,2)
newMaxspeed=self.maxSpeed+random.gauss(0,2)
if (newMemsize<1):
newMemsize=1
if (newMaxspeed<1):
newMaxspeed=1
return AI(newMemsize,newMaxspeed)