renan-cunha

import random

import numpy as np
import scipy.stats

class LinearSoftmaxAgent(object):
    """Act with softmax policy. Features are encoded as
    phi(s, a) is a 1-hot vector of states."""
    def __init__(self, state_size, action_size):
        self.state_size = state_size