Ejemplo n.º 1
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()]))))
Ejemplo n.º 2
0
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)
Ejemplo n.º 4
0
from Environment import Evaluator
from configuration import configuration


evaluation = Evaluator(configuration)
evaluation.start()
evaluation.plotResults(0)
Ejemplo n.º 5
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()]))))