def openMDPGUI(self):
global w, g
if self.checkSettingValues():
self.master.destroy()
df = float(self.discFactor.get())
rews = list(map(lambda x: float(x.get()), self.rewValue))
probs = list(map(lambda x: float(x.get()), self.probValue))
w = GridWorld([[
GridWorld.CELL_VOID, GridWorld.CELL_VOID, GridWorld.CELL_VOID,
GridWorld.CELL_EXIT
],
[
GridWorld.CELL_VOID, GridWorld.CELL_WALL,
GridWorld.CELL_VOID, GridWorld.CELL_PIT
],
[
GridWorld.CELL_VOID, GridWorld.CELL_VOID,
GridWorld.CELL_VOID, GridWorld.CELL_VOID
]])
w.setDiscountFactor(df)
w.setRewards(rews[0], rews[1], rews[2])
w.setProbabilities(probs[0], probs[1], probs[2], probs[3])
g = MDPGUI(w)
def openMDPGUI(self):
global w, g
if self.checkSettingValues():
self.master.destroy()
df = float(self.discFactor.get())
rews = list(map(lambda x: float(x.get()), self.rewValue))
probs = list(map(lambda x: float(x.get()), self.probValue))
w = GridWorld(
[
[GridWorld.CELL_VOID, GridWorld.CELL_VOID, GridWorld.CELL_VOID, GridWorld.CELL_EXIT],
[GridWorld.CELL_VOID, GridWorld.CELL_WALL, GridWorld.CELL_VOID, GridWorld.CELL_PIT],
[GridWorld.CELL_VOID, GridWorld.CELL_VOID, GridWorld.CELL_VOID, GridWorld.CELL_VOID],
]
)
w.setDiscountFactor(df)
w.setRewards(rews[0], rews[1], rews[2])
w.setProbabilities(probs[0], probs[1], probs[2], probs[3])
g = MDPGUI(w)
exit() if len(sys.argv) == 1: showhelp() if sys.argv[1] == "gridworld": w = GridWorld([[GridWorld.CELL_VOID, GridWorld.CELL_VOID, GridWorld.CELL_VOID, GridWorld.CELL_EXIT], [GridWorld.CELL_VOID, GridWorld.CELL_WALL, GridWorld.CELL_VOID, GridWorld.CELL_PIT], [GridWorld.CELL_VOID, GridWorld.CELL_VOID, GridWorld.CELL_VOID, GridWorld.CELL_VOID]], discountFactor = 1 ) if len(sys.argv) < 3: mdpc = MDPChooser() elif sys.argv[2] == "1": w.setRewards(-0.04, -1, 1) w.setProbabilities(0.8, 0.1, 0.1, 0) w.setDiscountFactor(1) g = MDPGUI(w) elif sys.argv[2] == "2": w.setRewards(-0.04, -1, 1) w.setProbabilities(0.8, 0.1, 0.1, 0) w.setDiscountFactor(0.9) g = MDPGUI(w) elif sys.argv[2] == "3": w.setRewards(-0.01, -1, 1) w.setProbabilities(0.8, 0.1, 0.1, 0) w.setDiscountFactor(1) g = MDPGUI(w) elif sys.argv[2] == "4": w.setRewards(-2, -1, 1) w.setProbabilities(0.8, 0.1, 0.1, 0) w.setDiscountFactor(0.6)
if len(sys.argv) == 1: showhelp()
if sys.argv[1] == "gridworld":
w = GridWorld([[GridWorld.CELL_VOID, GridWorld.CELL_VOID, GridWorld.CELL_VOID, GridWorld.CELL_EXIT],
[GridWorld.CELL_VOID, GridWorld.CELL_WALL, GridWorld.CELL_VOID, GridWorld.CELL_PIT],
[GridWorld.CELL_VOID, GridWorld.CELL_VOID, GridWorld.CELL_VOID, GridWorld.CELL_VOID]],
discountFactor=1)
if len(sys.argv) < 3:
mdpc = MDPChooser()
elif sys.argv[2] == "1":
w.setRewards(-0.04, -1, 1)
w.setProbabilities(0.8, 0.1, 0.1, 0)
w.setDiscountFactor(1)
g = MDPGUI(w)
elif sys.argv[2] == "2":
w.setRewards(-0.04, -1, 1)
w.setProbabilities(0.8, 0.1, 0.1, 0)
w.setDiscountFactor(0.9)
g = MDPGUI(w)
elif sys.argv[2] == "3":
w.setRewards(-0.01, -1, 1)
w.setProbabilities(0.8, 0.1, 0.1, 0)
w.setDiscountFactor(1)
g = MDPGUI(w)
elif sys.argv[2] == "4":
w.setRewards(-2, -1, 1)
w.setProbabilities(0.8, 0.1, 0.1, 0)
w.setDiscountFactor(0.6)
