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lancerts / CartPole-v0_model_based_RL.py
Last active April 27, 2017 21:37
CartPole-v0_model_based_RL
import numpy as np
import tensorflow as tf
import matplotlib.pyplot as plt
from gym import wrappers
import gym
CREATE_REPORT = 1
env = gym.make('CartPole-v0')
@lancerts
lancerts / FrozenLake-v0_Q_network
Created April 26, 2017 19:21
FrozenLake-v0 via Q_network (1 hidden layer)
import gym
from gym import wrappers
import numpy as np
import tensorflow as tf
CREATE_REPORT = 1
def modify_reward(reward, done):
@lancerts
lancerts / CartPole-v0
Last active July 14, 2017 21:28
CartPole-v0
import numpy as np
import tensorflow as tf
import gym
from gym import wrappers
np.random.seed(1)
tf.set_random_seed(1)
env = gym.make('CartPole-v0')
env = wrappers.Monitor(env, '/tmp/cartpole-experiment-1', force=True)
# hyperparameters