def test_monte_carlo(iterations=1000000, n0=100):
print "\n-------------------"
print "Monte Carlo control"
print "run for n. iterations: " + str(iterations)
print "win percentage: "
# learn
game = Environment()
agent = Agent(game, n0)
agent.MC_control(iterations)
# plot and store
agent.show_statevalue_function()
agent.store_Qvalue_function()
def test_mc_control(iter=50000, n0=100):
agent = Agent()
agent.MC_control(iter, n0)
agent.plot_state()
