if __name__ == '__main__':
# Update configuration
configuration['showplot'] = interactive
if os.path.isdir(PLOT_DIR):
print("{}/ is already a directory here...".format(PLOT_DIR))
elif os.path.isfile(PLOT_DIR):
raise ValueError(
"[ERROR] {} is a file, cannot use it as a directory !".format(
PLOT_DIR))
else:
mkdir(PLOT_DIR)
evaluation = Evaluator(configuration,
finalRanksOnAverage=finalRanksOnAverage,
averageOn=averageOn)
# Start the evaluation and then print final ranking and plot, for each environment
N = len(evaluation.envs)
for envId, env in enumerate(evaluation.envs):
# # Plot histogram for rewards for that env
# if do_plots and interactive:
# env.plotHistogram(evaluation.horizon * evaluation.repetitions)
# (almost) unique hash from the configuration
hashvalue = abs(
hash((tuple(configuration.keys()),
tuple([(len(k) if isinstance(k, (dict, tuple, list)) else k)
for k in configuration.values()]))))
from Environment import Evaluator from configuration import configuration evaluation = Evaluator(configuration) evaluation.start() evaluation.plotResults(0)
__version__ = "0.9"
import sys
if __name__ != '__main__':
sys.exit(0)
from Environment import Evaluator, notify
if 'very_simple_configuration' in sys.argv or 'very_simple_configuration.py' in sys.argv:
from very_simple_configuration import configuration
else:
from example_of_configuration_singleplayer import configuration
configuration['showplot'] = True
evaluation = Evaluator(configuration)
# Start the evaluation and then print final ranking and plot, for each environment
for envId, env in enumerate(evaluation.envs):
# Evaluate just that env
evaluation.startOneEnv(envId, env)
# Compare them
for envId, env in enumerate(evaluation.envs):
evaluation.plotHistoryOfMeans(envId) # XXX To plot without saving
print("\nGiving all the vector of final regrets ...")
evaluation.printLastRegrets(envId)
print("\nGiving the final ranking ...")
evaluation.printFinalRanking(envId)
from Environment import Evaluator from configuration import configuration evaluation = Evaluator(configuration) evaluation.start() evaluation.plotResults(0)
if __name__ == '__main__':
# Update configuration
configuration['showplot'] = interactive
if os.path.isdir(PLOT_DIR):
print("{}/ is already a directory here...".format(PLOT_DIR))
elif os.path.isfile(PLOT_DIR):
raise ValueError(
"[ERROR] {} is a file, cannot use it as a directory !".format(
PLOT_DIR))
else:
mkdir(PLOT_DIR)
evaluation = Evaluator(configuration,
finalRanksOnAverage=finalRanksOnAverage,
averageOn=averageOn)
# Start the evaluation and then print final ranking and plot, for each environment
N = len(evaluation.envs)
for envId, env in enumerate(evaluation.envs):
# # Plot histogram for rewards for that env
# if do_plots and interactive:
# env.plotHistogram(evaluation.horizon * evaluation.repetitions)
# (almost) unique hash from the configuration
hashvalue = abs(
hash((tuple(configuration.keys()),
tuple([(len(k) if isinstance(k, (dict, tuple, list)) else k)
for k in configuration.values()]))))