######################
# ANALYSIS QUESTIONS #
######################

# Change these default values to obtain the specified policies through
# value iteration.

def question2():
  answerDiscount = 0.9
  answerNoise = 0.2
  return answerDiscount, answerNoise

def question3a():
  answerDiscount = 0.9
  answerNoise = 0.2
  answerLivingReward = 0.0
  return answerDiscount, answerNoise, answerLivingReward
  # If not possible, return 'NOT POSSIBLE'

def question3b():
  answerDiscount = 0.9
  answerNoise = 0.2
  answerLivingReward = 0.0
  return answerDiscount, answerNoise, answerLivingReward
  # If not possible, return 'NOT POSSIBLE'

def question3c():
  answerDiscount = 0.9
  answerNoise = 0.2
  answerLivingReward = 0.0
  return answerDiscount, answerNoise, answerLivingReward
  # If not possible, return 'NOT POSSIBLE'

def question3d():
  answerDiscount = 0.9
  answerNoise = 0.2
  answerLivingReward = 0.0
  return answerDiscount, answerNoise, answerLivingReward
  # If not possible, return 'NOT POSSIBLE'

def question3e():
  answerDiscount = 0.9
  answerNoise = 0.2
  answerLivingReward = 0.0
  return answerDiscount, answerNoise, answerLivingReward
  # If not possible, return 'NOT POSSIBLE'

def question6():
  answerEpsilon = None
  answerLearningRate = None
  return answerEpsilon, answerLearningRate
  # If not possible, return 'NOT POSSIBLE'
  
if __name__ == '__main__':
  print 'Answers to analysis questions:'
  import analysis
  for q in [q for q in dir(analysis) if q.startswith('question')]:
    response = getattr(analysis, q)()
    print '  Question %s:\t%s' % (q, str(response))