Merge pull request #1228 from gaffney2010/master

 Added Rowsam (k58r) strategy from Axelrod's second.

Author: drvinceknight

axelrod/strategies/_strategies.py

@@ -35,6 +35,7 @@
     MoreGrofman,
     MoreTidemanAndChieruzzi,
     RichardHufford,
+    Rowsam,
     Tester,
     Tranquilizer,
     Weiner,
@@ -388,6 +389,7 @@
     RichardHufford,
     Ripoff,
     RiskyQLearner,
+    Rowsam,
     SelfSteem,
     ShortMem,
     Shubik,

axelrod/strategies/axelrod_second.py

@@ -1953,3 +1953,109 @@ def strategy(self, opponent: Player) -> Action:
         if opponent.defections / turn >= 0.15:
             return D
         return C
+
+
+class Rowsam(Player):
+    """
+    Strategy submitted to Axelrod's second tournament by Glen Rowsam (K58R)
+    and came in 21st in that tournament.
+
+    The strategy starts in Normal mode, where it cooperates every turn.  Every
+    six turns it checks the score per turn.  [Rather the score of all previous
+    turns divided by the turn number, which will be one more than the number of
+    turns scored.]  If this measure is less than 2.5 (the strategy is doing
+    badly) and it increases `distrust_points`.  `distrust_points` is a variable
+    that starts at 0; if it ever exceeds 6 points, the strategy will enter
+    Defect mode and defect from then on.  It will increase `distrust_points`
+    depending on the precise score per turn according to:
+
+    - 5 points if score per turn is less than 1.0
+    - 3 points if score per turn is less than 1.5, but at least 1.0
+    - 2 points if score per turn is less than 2.0, but at least 1.5
+    - 1 points if score per turn is less than 2.5, but at least 2.0
+
+    If `distrust_points` are increased, then the strategy defects on that turn,
+    then cooperates and defects on the next two turns.  [Unless
+    `distrust_points` exceeds 6 points, then it will enter Defect mode
+    immediately.]
+
+    Every 18 turns in Normal mode, the strategy will decrement `distrust_score`
+    if it's more than 3.  This represents a wearing off effect of distrust.
+
+
+    Names:
+
+    - Rowsam: [Axelrod1980b]_
+    """
+
+    name = "Rowsam"
+    classifier = {
+        "memory_depth": float("inf"),
+        "stochastic": False,
+        "makes_use_of": set("game"),
+        "long_run_time": False,
+        "inspects_source": False,
+        "manipulates_source": False,
+        "manipulates_state": False,
+    }
+
+    def __init__(self) -> None:
+        super().__init__()
+        self.mode = "Normal"
+        self.distrust_points = 0
+        self.current_score = 0
+        self.opponent_score = 0
+
+    def _score_last_round(self, opponent: Player):
+        """Updates the scores for each player."""
+        game = self.match_attributes["game"]
+        last_round = (self.history[-1], opponent.history[-1])
+        scores = game.score(last_round)
+        self.current_score += scores[0]
+        self.opponent_score += scores[1]
+
+    def strategy(self, opponent: Player) -> Action:
+        turn = len(self.history) + 1
+        if turn > 1:
+            self._score_last_round(opponent)
+
+        if self.mode == "Defect":
+            return D
+
+        if self.mode == "Coop Def Cycle 1":
+            self.mode = "Coop Def Cycle 2"
+            return C
+
+        if self.mode == "Coop Def Cycle 2":
+            self.mode = "Normal"
+            return D
+
+        # Opportunity for distrust to cool off.
+        if turn % 18 == 0:
+            if self.distrust_points >= 3:
+                self.distrust_points -= 1
+
+        # In normal mode, only check for strategy updates every sixth turn.
+        if turn % 6 != 0:
+            return C
+
+        points_per_turn = self.current_score / turn  # Off by one
+        if points_per_turn < 1.0:
+            self.distrust_points += 5
+        elif points_per_turn < 1.5:
+            self.distrust_points += 3
+        elif points_per_turn < 2.0:
+            self.distrust_points += 2
+        elif points_per_turn < 2.5:
+            self.distrust_points += 1
+        else:
+            # Continue Cooperating
+            return C
+
+        if self.distrust_points >= 7:
+            self.mode = "Defect"
+        else:
+            # Def this time, then coop, then def.
+            self.mode = "Coop Def Cycle 1"
+        return D
+

axelrod/tests/strategies/test_axelrod_second.py

@@ -1815,3 +1815,96 @@ def test_strategy(self):
             Change_of_Heart, expected_actions=actions, attrs={"credit": -2}
         )
         # Still Cooperate, because Defect rate is low
+
+class TestRowsam(TestPlayer):
+    name = "Rowsam"
+    player = axelrod.Rowsam
+    expected_classifier = {
+        "memory_depth": float("inf"),
+        "stochastic": False,
+        "makes_use_of": set("game"),
+        "long_run_time": False,
+        "inspects_source": False,
+        "manipulates_source": False,
+        "manipulates_state": False,
+    }
+
+    def test_strategy(self):
+        # Should always cooperate with Cooperator
+        actions = [(C, C)] * 100
+        self.versus_test(axelrod.Cooperator(), expected_actions=actions)
+
+        # Against a Defector should eventually enter Defect mode
+        actions = [(C, D)] * 5
+        actions += [(D, D), (C, D), (D, D)]  # Do a Coop-Def cycle
+        self.versus_test(axelrod.Defector(), expected_actions=actions, attrs={
+            "distrust_points": 5})
+        actions += [(C, D)] * 3  # Continue for now
+        actions += [(D, D)] * 100  # Now Defect mode
+        self.versus_test(axelrod.Defector(), expected_actions=actions, attrs={
+            "distrust_points": 10, "mode": "Defect"})
+
+        # Test specific score scenarios
+        # 5 Defects
+        opponent_actions = [D] * 5 + [C] * 100
+        custom_opponent = axelrod.MockPlayer(actions=opponent_actions)
+        actions = [(C, D)] * 5
+        actions += [(D, C)]
+        self.versus_test(custom_opponent, expected_actions=actions, attrs={
+            "distrust_points": 5, "current_score": 0})
+
+        # 3 Defects
+        opponent_actions = [D] * 3 + [C] * 100
+        custom_opponent = axelrod.MockPlayer(actions=opponent_actions)
+        actions = [(C, D)] * 3
+        actions += [(C, C)] * 2
+        actions += [(D, C)]
+        self.versus_test(custom_opponent, expected_actions=actions, attrs={
+            "distrust_points": 3, "current_score": 6})
+
+        # 2 Defects
+        opponent_actions = [D] * 2 + [C] * 100
+        custom_opponent = axelrod.MockPlayer(actions=opponent_actions)
+        actions = [(C, D)] * 2
+        actions += [(C, C)] * 3
+        actions += [(D, C)]
+        self.versus_test(custom_opponent, expected_actions=actions, attrs={
+            "distrust_points": 2, "current_score": 9})
+
+        # 1 Defect
+        opponent_actions = [D] * 1 + [C] * 100
+        custom_opponent = axelrod.MockPlayer(actions=opponent_actions)
+        actions = [(C, D)] * 1
+        actions += [(C, C)] * 4
+        actions += [(D, C)]
+        self.versus_test(custom_opponent, expected_actions=actions, attrs={
+            "distrust_points": 1, "current_score": 12})
+
+        # Test that some distrust_points wear off.
+        opponent_actions = [D] * 3 + [C] * 100
+        custom_opponent = axelrod.MockPlayer(actions=opponent_actions)
+        actions = [(C, D)] * 3
+        actions += [(C, C)] * 2
+        actions += [(D, C)]
+        self.versus_test(custom_opponent, expected_actions=actions, attrs={
+            "distrust_points": 3, "current_score": 6})
+        custom_opponent = axelrod.MockPlayer(actions=opponent_actions)
+        actions += [(C, C), (D, C)]  # Complete Coop-Def cycle
+        actions += [(C, C)] * 3
+        actions += [(D, C)]
+        self.versus_test(custom_opponent, expected_actions=actions, attrs={
+            "distrust_points": 4, "current_score": 28})
+        custom_opponent = axelrod.MockPlayer(actions=opponent_actions)
+        actions += [(C, C), (D, C)]  # Complete Coop-Def cycle
+        actions += [(C, C)] * 4  # No defect or cycle this time.
+        self.versus_test(custom_opponent, expected_actions=actions, attrs={
+            "distrust_points": 3, "current_score": 50})  # One point wears off.
+        custom_opponent = axelrod.MockPlayer(actions=opponent_actions)
+        actions += [(C, C)] * 18
+        self.versus_test(custom_opponent, expected_actions=actions, attrs={
+            "distrust_points": 2})  # Second point wears off
+        custom_opponent = axelrod.MockPlayer(actions=opponent_actions)
+        actions += [(C, C)] * 18
+        self.versus_test(custom_opponent, expected_actions=actions, attrs={
+            "distrust_points": 2})  # But no more
+

docs/reference/overview_of_strategies.rst

@@ -126,7 +126,7 @@ repository.
    "K55R_", "Steve Newman", "Not Implemented"
    "K56R_", "Stanley F Quayle", "Not Implemented"
    "K57R_", "Rudy Nydegger", "Not Implemented"
-   "K58R_", "Glen Rowsam", "Not Implemented"
+   "K58R_", "Glen Rowsam", ":class:`Rowsam <axelrod.strategies.axelrod_second.Rowsam>`"
    "K59R_", "Leslie Downing", "Not Implemented"
    "K60R_", "Jim Graaskamp and Ken Katzen", ":class:`GraaskampKatzen <axelrod.strategies.axelrod_second.GraaskampKatzen>`"
    "K61R_", "Danny C Champion", ":class:`Champion <axelrod.strategies.axelrod_second.Champion>`"