KristianHolsheimer

import logging
from types import ModuleType
from importlib import reload, import_module
from IPython.core.magic import register_line_magic, register_cell_magic

logger = logging.getLogger(__name__)


def _reload(module, reload_all, reloaded):
    if isinstance(module, ModuleType):

KristianHolsheimer

from random import randint
from timeit import timeit
import pandas as pd
import numpy as onp
import matplotlib.pyplot as plt


def unzip(tuples):
    return tuple(zip(*tuples))

KristianHolsheimer

#/usr/bin/env python2.7

import numpy as np
import gym


def value(observation):
    """
    This value function is just the (negative) Lagrangian: