<commit_before>__author__ = "<NAME>"

from pybrain.rl.experiments.episodic import EpisodicExperiment
from tasks.mariotask import MarioTask
from agents.networkagent import MLPMarioAgent, SimpleMLPMarioAgent


def combinedScore(agent, task = None):
    """ Let the agent act on a number of levels of increasing difficulty. 
    Return the combined score."""
    if task == None:
        task = MarioTask()
    exp = EpisodicExperiment(task, agent)
    res = 0
    for difficulty in range(1):
        for seed in range(3):<commit_msg>names restored<commit_after>__author__ = "<NAME>"

from pybrain.rl.experiments.episodic import EpisodicExperiment
from tasks.mariotask import MarioTask
from agents.networkagent import MLPMarioAgent, SimpleMLPMarioAgent


def combinedScore(agent, task = None):
    """ Let the agent act on a number of levels of increasing difficulty. 
    Return the combined score."""
    if task == None:
        task = MarioTask(agent.name)
    exp = EpisodicExperiment(task, agent)
    res = 0
    for difficulty in range(12):
        for seed in range(15):
{'fraction_non_alphanumeric': 0.0827906976744186, 'fraction_numerical': 0.0074418604651162795, 'mean_word_length': 3.8251121076233185, 'pattern_counts': {'":': 0, '<': 5, '<?xml version=': 0, '>': 5, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '923200', 'n_tokens_mistral': 320, 'n_tokens_neox': 303, 'n_words': 106}