def test_init_with_opponents(self):
player = axl.TitForTat()
opponents = [s() for s in axl.demo_strategies]
fingerprint = axl.TransitiveFingerprint(strategy=player,
opponents=opponents)
self.assertEqual(fingerprint.strategy, player)
self.assertEqual(fingerprint.opponents, opponents)
def test_init(self):
player = axl.TitForTat()
fingerprint = axl.TransitiveFingerprint(strategy=player)
self.assertEqual(fingerprint.strategy, player)
self.assertEqual(
fingerprint.opponents, [axl.Random(p) for p in np.linspace(0, 1, 50)]
)
def test_init_with_not_default_number(self):
player = axl.TitForTat()
number_of_opponents = 10
fingerprint = axl.TransitiveFingerprint(
strategy=player, number_of_opponents=number_of_opponents)
self.assertEqual(fingerprint.strategy, player)
self.assertEqual(fingerprint.opponents,
[axl.Random(p) for p in np.linspace(0, 1, 10)])
checkpoint = neat.Checkpointer.restore_checkpoint(CHECKPOINT_FILE_PATH)
# Create players from the checkpoint
neat_players = create_players_from_checkpoint(checkpoint, config)
axel_players = [
axl.Cooperator(),
]
#OLD
players = neat_players + axel_players
# tournament = axl.Tournament(players, turns = TOURNAMENT_TURNS)
# results = tournament.play()
for i, player in enumerate(neat_players):
tf = axl.TransitiveFingerprint(player, opponents=axel_players)
data = tf.fingerprint(turns=10, repetitions=10)
... # Write data to disk for analysis
p = tf.plot(display_names=True)
p.savefig(f"plot_{i}.png") # Saves a plot for each player of interest
p.show()
############ ANALYSIS PLOTS
#
# cooperation_df_nc1 = pd.DataFrame(results.cooperation,
# index=results.players,
# columns=results.players)
# plt.subplots(figsize=(20,15))
# sns.heatmap(cooperation_df_nc1, annot=True).set(
# xlabel="Cooperations received",
# ylabel="Cooperations emitted",
