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Training without GAE

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Shangtong Zhang
2018-02-03 16:46:53 -07:00
parent e91ec3be45
commit b6436186ea
3 changed files with 9 additions and 4 deletions
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main.py
+3 -2
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@@ -176,6 +176,7 @@ def a2c_pixel_atari(name):
config.reward_shift_fn = lambda r: np.sign(r)
config.policy_fn = SamplePolicy
config.discount = 0.99
config.no_gae = True
config.gae_tau = 0.97
config.entropy_weight = 0.01
config.rollout_length = 5
@@ -321,7 +322,7 @@ if __name__ == '__main__':
# logger.setLevel(logging.DEBUG)
logger.setLevel(logging.INFO)
dqn_cart_pole()
# dqn_cart_pole()
# async_cart_pole()
# a3c_cart_pole()
# a2c_cart_pole()
@@ -333,7 +334,7 @@ if __name__ == '__main__':
# dqn_pixel_atari('PongNoFrameskip-v4')
# async_pixel_atari('PongNoFrameskip-v4')
# a3c_pixel_atari('PongNoFrameskip-v4')
# a2c_pixel_atari('PongNoFrameskip-v4')
a2c_pixel_atari('PongNoFrameskip-v4')
# dqn_pixel_atari('BreakoutNoFrameskip-v4')
# async_pixel_atari('BreakoutNoFrameskip-v4')