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""" | |
Simple policy gradient in Keras | |
""" | |
import gym | |
import numpy as np | |
from keras import layers | |
from keras.models import Model | |
from keras import backend as K |
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#!/usr/bin/env python | |
import gym | |
import numpy as np | |
import tensorflow as tf | |
class PolicyGradientAgent(object): | |
def __init__(self, hparams, sess): |
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#!/usr/bin/env python | |
""" | |
Example of using Keras to implement a 1D convolutional neural network (CNN) for timeseries prediction. | |
""" | |
from __future__ import print_function, division | |
import numpy as np | |
from keras.layers import Convolution1D, Dense, MaxPooling1D, Flatten | |
from keras.models import Sequential |