Update controllers
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theta00
parent
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581d56d7c1
@ -72,7 +72,7 @@ getStartDecision(7, 7)
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# ## Sterownik 2 - Decyzja o strategii w przypadku pary
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# ##### Dane wejściowe:
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# - Wartość widocznej karty krupiera
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# - Wartość karty gracza (jednej z pary)
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# - Wartość kart gracza
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#
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# ##### Dane wyjściowe:
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# - Decyzja dot. akcji w grze
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@ -80,22 +80,27 @@ getStartDecision(7, 7)
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# In[12]:
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def getSplitDecision(dealerCard, playerCard):
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def getSplitDecision(dealerCard, playerCardsVal):
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"""
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Args:
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dealerCard (int): value of the dealer card
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playerCard (int): value of the player card (one of the pair)
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playerCardsVal (int): sum of the player cards
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Returns:
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str: decision
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"""
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FS = FuzzySystem(show_banner=False)
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T1 = TriangleFuzzySet(0,0,6, term="low")
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T2 = TriangleFuzzySet(4,6,8, term="average")
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T3 = TriangleFuzzySet(6,11,11, term="high")
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FS.add_linguistic_variable("dealerCardValue", LinguisticVariable([T1, T2, T3], universe_of_discourse=[0, 11]))
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FS.add_linguistic_variable("playerCardValue", LinguisticVariable([T1, T2, T3], universe_of_discourse=[0, 11]))
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FS.add_linguistic_variable("dealerCardValue", LinguisticVariable([
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FuzzySet([[0,1], [6,1], [7,0]], term='low'),
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FuzzySet([[6,0], [7,1], [7.5,0]], term='high'),
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FuzzySet([[7,0], [8,1]], term='very_high')
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], universe_of_discourse=[0, 11]))
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FS.add_linguistic_variable('splitValue', LinguisticVariable([
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FuzzySet([[0,1], [2,1], [3,0], [9,0], [10,1]], term='high'),
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FuzzySet([[2,0], [3,1], [4.5,1], [5,0], [5.5,1], [9,1], [9,1], [10,0]], term='low'),
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], universe_of_discourse=[0, 20]))
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O1 = TriangleFuzzySet(0,0,15, term="continue")
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@ -103,17 +108,14 @@ def getSplitDecision(dealerCard, playerCard):
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FS.add_linguistic_variable("decision", LinguisticVariable([O1, O2], universe_of_discourse=[0, 25]))
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FS.add_rules([
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"IF (playerCardValue IS high) THEN (decision IS split)",
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"IF (playerCardValue IS average) AND (dealerCardValue IS average) THEN (decision IS split)",
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"IF (playerCardValue IS average) AND (dealerCardValue IS low) THEN (decision IS split)",
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"IF (playerCardValue IS low) AND (dealerCardValue IS high) THEN (decision IS continue)",
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"IF (playerCardValue IS low) AND (dealerCardValue IS average) THEN (decision IS split)",
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"IF (playerCardValue IS low) AND (dealerCardValue IS low) THEN (decision IS continue)",
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"IF (playerCardValue IS low) AND (dealerCardValue IS high) THEN (decision IS continue)"
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"IF (splitValue IS high) THEN (decision IS split)",
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"IF (splitValue IS low) AND (dealerCardValue IS low) THEN (decision IS split)",
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"IF (splitValue IS low) AND (dealerCardValue IS high) THEN (decision IS continue)",
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"IF (splitValue IS low) AND (dealerCardValue IS very_high) THEN (decision IS continue)",
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])
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FS.set_variable("dealerCardValue", dealerCard)
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FS.set_variable("playerCardValue", playerCard)
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FS.set_variable("splitValue", playerCardsVal)
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result = FS.inference()
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decision_terms = [(i.get_term(), FS.get_fuzzy_set('decision', i.get_term()).get_value(result['decision'])) for i in FS.get_fuzzy_sets('decision')]
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@ -121,11 +123,6 @@ def getSplitDecision(dealerCard, playerCard):
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return endDecision
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# In[13]:
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getSplitDecision(5, 3)
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# In[7]:
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@ -135,11 +132,11 @@ getSplitDecision(5, 3)
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#FS.plot_variable('decision')
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# ## Sterownik 3 - Decyzja jaką akcję podjąć (gracz bez asa wśród dwóch kart)
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# ## Sterownik 3 - Decyzja jaką akcję podjąć (twarda ręka)
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# ##### Dane wejściowe:
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# - Wartość widocznej karty krupiera
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# - Suma kart gracza
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# - Suma zliczonych kart
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# - Liczba kart gracza
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#
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# ##### Dane wyjściowe:
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# - Decyzja dot. akcji w grze
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@ -147,12 +144,11 @@ getSplitDecision(5, 3)
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# In[29]:
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def getHardHandDecision(dealerCard, playerCardsVal, countedCardsVal, playerCardsNum):
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def getHardHandDecision(dealerCard, playerCardsVal, playerCardsNum):
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"""
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Args:
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dealerCard (int): value of the dealer card
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playerCardsVal (int): sum of the players hand
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countedCardsVal (int): value of the counted cards
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playerCardsNum (int): number of cards in players hadn
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Returns:
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str: decision
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@ -161,22 +157,27 @@ def getHardHandDecision(dealerCard, playerCardsVal, countedCardsVal, playerCards
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FS = FuzzySystem(show_banner=False)
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FS.add_linguistic_variable("dealerCardValue", LinguisticVariable([
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TriangleFuzzySet(0,0,6, term="low"),
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TriangleFuzzySet(4,6,8, term="average"),
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TriangleFuzzySet(6,11,11, term="high")],
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universe_of_discourse=[0, 11]))
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FuzzySet([[0,1], [6,1], [7,0]], term='low'),
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FuzzySet([[6,0], [7,1], [7.5,0]], term='high'),
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FuzzySet([[7,0], [8,1]], term='very_high')
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], universe_of_discourse=[0, 11]))
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FS.add_linguistic_variable("playerCardsValue", LinguisticVariable([
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TriangleFuzzySet(0,0,12, term="low"),
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TriangleFuzzySet(11,14,17, term="average"),
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TriangleFuzzySet(12,21,21, term="high")],
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universe_of_discourse=[0, 21]))
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FuzzySet([[0,1], [11,1], [12,0]], term='low'),
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FuzzySet([[11,0], [12,1], [16,1], [17, 0]], term='medium'),
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FuzzySet([[16,0], [17,1], [18,0]], term='high'),
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FuzzySet([[17,0], [18,1]], term='very_high')
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], universe_of_discourse=[0, 21]))
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FS.add_linguistic_variable("countedCardsValue", LinguisticVariable([
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TriangleFuzzySet(-20,-20,0, term="low"),
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TriangleFuzzySet(-5,0,5, term="average"),
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TriangleFuzzySet(0,20,20, term="high")],
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universe_of_discourse=[-20, 20]))
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# FS.add_linguistic_variable('splitValue', LinguisticVariable([
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# FuzzySet([[0,1], [2,1], [3,0], [9,0], [10,1]], term='split_high'),
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# FuzzySet([[2,0], [3,1], [4.5,1], [5,0], [5.5,1], [9,1], [9,1], [10,0]], term='split_low'),
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# ], universe_of_discourse=[0, 20]))
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FS.add_linguistic_variable('doubleValue', LinguisticVariable([
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FuzzySet([[7,0], [8,1], [9,1], [10,0]], term='low'),
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FuzzySet([[9,0], [10,1], [11,1], [12,0]], term='high'),
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], universe_of_discourse=[0, 21]))
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O1 = TriangleFuzzySet(0,0,13, term="double down")
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@ -185,40 +186,36 @@ def getHardHandDecision(dealerCard, playerCardsVal, countedCardsVal, playerCards
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FS.add_linguistic_variable("decision", LinguisticVariable([O1, O2, O3], universe_of_discourse=[0, 25]))
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if playerCardsNum == 2:
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if playerCardsNum == 2: # gdy początek rozgrywki
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FS.add_rules([
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"IF (playerCardsValue IS low) THEN (decision IS double down)",
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"IF (playerCardsValue IS average) AND (dealerCardValue IS high) THEN (decision IS double down)",
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"IF (playerCardsValue IS high) THEN (decision IS stand)",
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"IF (playerCardsValue IS average) AND (dealerCardValue IS average) THEN (decision IS stand)",
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"IF (playerCardsValue IS average) AND (dealerCardValue IS average) THEN (decision IS double down)"
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"IF (doubleValue IS high) THEN (decision IS double down)",
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"IF (doubleValue IS low) AND (dealerCardValue IS low) THEN (decision IS double down)",
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"IF (playerCardsValue IS low) THEN (decision IS hit)",
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"IF (playerCardsValue IS medium) AND (dealerCardValue IS high) THEN (decision IS hit)",
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"IF (playerCardsValue IS medium) AND (dealerCardValue IS very_high) THEN (decision IS hit)",
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"IF (playerCardsValue IS high) AND (dealerCardValue IS very_high) THEN (decision IS hit)",
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])
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else:
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FS.add_rules([
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"IF (playerCardsValue IS high) THEN (decision IS stand)",
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"IF (playerCardsValue IS low) THEN (decision IS hit)",
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"IF (playerCardsValue IS average) AND (dealerCardValue IS low) THEN (decision IS stand)",
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"IF (playerCardsValue IS average) AND (dealerCardValue IS high) THEN (decision IS hit)",
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"IF (playerCardsValue IS average) AND (dealerCardValue IS average) AND (countedCardsValue IS low) THEN (decision IS hit)",
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"IF (playerCardsValue IS medium) AND (dealerCardValue IS high) THEN (decision IS hit)",
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"IF (playerCardsValue IS medium) AND (dealerCardValue IS very_high) THEN (decision IS hit)",
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"IF (playerCardsValue IS high) AND (dealerCardValue IS very_high) THEN (decision IS hit)",
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])
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FS.set_variable("dealerCardValue", dealerCard)
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FS.set_variable("playerCardsValue", playerCardsVal)
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FS.set_variable("countedCardsValue", countedCardsVal)
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FS.set_variable("doubleValue", playerCardsVal)
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result = FS.inference()
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decision_terms = [(i.get_term(), FS.get_fuzzy_set('decision', i.get_term()).get_value(result['decision'])) for i in FS.get_fuzzy_sets('decision')]
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endDecision = max(decision_terms, key=lambda item:item[1])[0]
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return endDecision
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# In[19]:
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getHardHandDecision(4, 10, 0, 2)
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# In[7]:
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@ -229,11 +226,11 @@ getHardHandDecision(4, 10, 0, 2)
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# FS.plot_variable('decision')
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# ## Sterownik 4 - Decyzja jaką akcję podjąć (gracz z asem wśród dwóch kart)
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# ## Sterownik 4 - Decyzja jaką akcję podjąć (miękka ręka)
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# ##### Dane wejściowe:
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# - Wartość widocznej karty krupiera
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# - Wartość drugiej karty gracza
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# - Suma zliczonych kart
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# - Wartość kart gracza
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# - Liczba kart gracza
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#
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# ##### Dane wyjściowe:
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# - Decyzja dot. akcji w grze
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@ -241,27 +238,40 @@ getHardHandDecision(4, 10, 0, 2)
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# In[25]:
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def getSoftHandDecision(dealerCard, playerCardsVal, countedCardsVal, playerCardsNum):
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def getSoftHandDecision(dealerCard, playerCardsVal, playerCardsNum):
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"""
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Args:
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dealerCard (int): value of the dealer card
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playerCardsVal (int): sum of the players hand
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playerCardsNum (int): number of cards in players hadn
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Returns:
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str: decision
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"""
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FS = FuzzySystem(show_banner=False)
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FS.add_linguistic_variable("dealerCardValue", LinguisticVariable([
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TriangleFuzzySet(0,0,6, term="low"),
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TriangleFuzzySet(4,6,8, term="average"),
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TriangleFuzzySet(6,11,11, term="high")],
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universe_of_discourse=[0, 11]))
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FuzzySet([[0,1], [6,1], [7,0]], term='low'),
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FuzzySet([[6,0], [7,1], [7.5,0]], term='high'),
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FuzzySet([[7,0], [8,1]], term='very_high')
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], universe_of_discourse=[0, 11]))
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FS.add_linguistic_variable("playerCardValue", LinguisticVariable([
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TriangleFuzzySet(0,0,5, term="low"),
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TriangleFuzzySet(4,6,8, term="average"),
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TriangleFuzzySet(7,9,9, term="high")],
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universe_of_discourse=[0, 9]))
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FS.add_linguistic_variable("playerCardsValue", LinguisticVariable([
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FuzzySet([[0,1], [11,1], [12,0]], term='low'),
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FuzzySet([[11,0], [12,1], [16,1], [17, 0]], term='medium'),
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FuzzySet([[16,0], [17,1], [18,0]], term='high'),
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FuzzySet([[17,0], [18,1]], term='very_high')
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], universe_of_discourse=[0, 21]))
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FS.add_linguistic_variable("countedCardsValue", LinguisticVariable([
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TriangleFuzzySet(-20,-20,0, term="low"),
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TriangleFuzzySet(-5,0,5, term="average"),
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TriangleFuzzySet(0,20,20, term="high")],
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universe_of_discourse=[-20, 20]))
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# FS.add_linguistic_variable('splitValue', LinguisticVariable([
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# FuzzySet([[0,1], [2,1], [3,0], [9,0], [10,1]], term='split_high'),
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# FuzzySet([[2,0], [3,1], [4.5,1], [5,0], [5.5,1], [9,1], [9,1], [10,0]], term='split_low'),
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# ], universe_of_discourse=[0, 20]))
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FS.add_linguistic_variable('doubleValue', LinguisticVariable([
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FuzzySet([[12,0], [13,1], [16,1], [17,0]], term='low'),
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FuzzySet([[16,0], [17,1], [18,0]], term='high'),
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], universe_of_discourse=[0, 21]))
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O1 = TriangleFuzzySet(0,0,13, term="double down")
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@ -269,38 +279,37 @@ def getSoftHandDecision(dealerCard, playerCardsVal, countedCardsVal, playerCards
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O3 = TriangleFuzzySet(13,25,25, term="stand")
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FS.add_linguistic_variable("decision", LinguisticVariable([O1, O2, O3], universe_of_discourse=[0, 25]))
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if playerCardsNum == 2:
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if playerCardsNum == 2: # gdy początek rozgrywki
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FS.add_rules([
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"IF (playerCardValue IS average) AND (dealerCardValue IS average) THEN (decision IS double down)",
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"IF (playerCardValue IS high) THEN (decision IS Stand)",
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"IF (playerCardValue IS average) AND (dealerCardValue IS high) THEN (decision IS hit)",
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"IF (playerCardValue IS low) AND (dealerCardValue IS low) THEN (decision IS hit)",
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])
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else:
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FS.add_rules([
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"IF (playerCardValue IS high) THEN (decision IS Stand)",
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"IF (playerCardValue IS low) THEN (decision IS hit)",
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"IF (playerCardValue IS average) AND (dealerCardValue IS high) THEN (decision IS Hit)",
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"IF (playerCardValue IS average) AND (dealerCardValue IS average) AND (countedCardsValue IS high) THEN (decision IS Stand)",
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"IF (playerCardValue IS average) AND (dealerCardValue IS average) AND (countedCardsValue IS low) THEN (decision IS Hit)"
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"IF (doubleValue IS high) THEN (decision IS double down)",
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"IF (doubleValue IS low) AND (dealerCardValue IS low) THEN (decision IS double down)",
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"IF (playerCardsValue IS low) THEN (decision IS hit)",
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"IF (playerCardsValue IS medium) AND (dealerCardValue IS high) THEN (decision IS hit)",
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"IF (playerCardsValue IS medium) AND (dealerCardValue IS very_high) THEN (decision IS hit)",
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"IF (playerCardsValue IS high) AND (dealerCardValue IS very_high) THEN (decision IS hit)",
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])
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else:
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FS.add_rules([
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"IF (playerCardsValue IS low) THEN (decision IS hit)",
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"IF (playerCardsValue IS medium) AND (dealerCardValue IS high) THEN (decision IS hit)",
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"IF (playerCardsValue IS medium) AND (dealerCardValue IS very_high) THEN (decision IS hit)",
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"IF (playerCardsValue IS high) AND (dealerCardValue IS very_high) THEN (decision IS hit)",
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])
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FS.set_variable("dealerCardValue", dealerCard)
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FS.set_variable("playerCardValue", playerCardsVal)
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FS.set_variable("countedCardsValue", playerCardsNum)
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FS.set_variable("playerCardsValue", playerCardsVal)
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FS.set_variable("doubleValue", playerCardsVal)
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result = FS.inference()
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decision_terms = [(i.get_term(), FS.get_fuzzy_set('decision', i.get_term()).get_value(result['decision'])) for i in FS.get_fuzzy_sets('decision')]
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endDecision = max(decision_terms, key=lambda item:item[1])[0]
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return endDecision
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# In[26]:
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getSoftHandDecision(2, 8, 0, 3)
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# In[2]:
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@ -309,3 +318,40 @@ getSoftHandDecision(2, 8, 0, 3)
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# FS.plot_variable('countedCardsValue')
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# FS.plot_variable('decision')
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# ## Funkcja do obsługi sterowników
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# ##### Dane wejściowe:
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# - Wartość widocznej karty krupiera
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# - Lista kart gracza
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# - Flaga określająca czt jest para (ustawiona na 1 tylko gdy kest para i gdy jest to początek rozgrywki!)
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#
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# ##### Dane wyjściowe:
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# - Decyzja dot. akcji w grze
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# In[25]:
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def getDecision(dealerCard, playerCards, isPair):
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"""
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Args:
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dealerCard (int): value of the dealer card
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playerCards (list): list of player cards
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isPair (int): is pair in players hand - 1 only at the beggining of the game
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Returns:
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str: decision
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"""
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playerCardsNum = len(playerCards)
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if 1 in playerCards: # soft hand
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playerCardsVal = sum([x if x != 1 else 10 for x in playerCards])
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if sum(playerCards) == 2: # is pair of aces
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return 'split'
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else: # controller for soft hand
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return getSoftHandDecision(dealerCard, playerCardsVal, playerCardsNum)
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else: # hard hand
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playerCardsVal = sum(playerCards)
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if isPair and getSplitDecision(dealerCard, playerCardsVal) != 'continue': # if pair - controller for splitting
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return 'split'
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else: # controller for hard hand
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return getHardHandDecision(dealerCard, playerCardsVal, playerCardsNum)
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