Peter Heinrich paintingpeter

## generators-free-your-mind.ipynb

      
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                paintingpeter
                / generators-free-your-mind.ipynb
            
            
              Created
              February 27, 2019 15:57
                — forked from dutc/generators-free-your-mind.ipynb
            
              
                IPython Notebook for "Generators Will Free Your Mind"
              
          
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## pg-pong.py
""" Trains an agent with (stochastic) Policy Gradients on Pong. Uses OpenAI Gym. """
import numpy as np
import cPickle as pickle
import gym

# hyperparameters
H = 200 # number of hidden layer neurons
batch_size = 10 # every how many episodes to do a param update?
learning_rate = 1e-4
gamma = 0.99 # discount factor for reward
	""" Trains an agent with (stochastic) Policy Gradients on Pong. Uses OpenAI Gym. """
	import numpy as np
	import cPickle as pickle
	import gym

	# hyperparameters
	H = 200 # number of hidden layer neurons
	batch_size = 10 # every how many episodes to do a param update?
	learning_rate = 1e-4
	gamma = 0.99 # discount factor for reward