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seminar-breakout
Commit 38d02e34 authored by Yuxin Wu's avatar Yuxin Wu
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update

parent 13a1f735
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examples/DeepQNetwork/DQN.py
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...@@ -75,6 +75,14 @@ class Model(DQNModel): ...@@ -75,6 +75,14 @@ class Model(DQNModel):
.Conv2D('conv1', out_channel=64, kernel_shape=4, stride=2) .Conv2D('conv1', out_channel=64, kernel_shape=4, stride=2)
.Conv2D('conv2', out_channel=64, kernel_shape=3) .Conv2D('conv2', out_channel=64, kernel_shape=3)
# .Conv2D('conv0', out_channel=32, kernel_shape=5)
# .MaxPooling('pool0', 2)
# .Conv2D('conv1', out_channel=32, kernel_shape=5)
# .MaxPooling('pool1', 2)
# .Conv2D('conv2', out_channel=64, kernel_shape=4)
# .MaxPooling('pool2', 2)
# .Conv2D('conv3', out_channel=64, kernel_shape=3)
.FullyConnected('fc0', 512, nl=LeakyReLU)()) .FullyConnected('fc0', 512, nl=LeakyReLU)())
if self.method != 'Dueling': if self.method != 'Dueling':
Q = FullyConnected('fct', l, self.num_actions, nl=tf.identity) Q = FullyConnected('fct', l, self.num_actions, nl=tf.identity)
...@@ -108,7 +116,7 @@ def get_config(): ...@@ -108,7 +116,7 @@ def get_config():
[(60, 4e-4), (100, 2e-4)]), [(60, 4e-4), (100, 2e-4)]),
ScheduledHyperParamSetter( ScheduledHyperParamSetter(
ObjAttrParam(expreplay, 'exploration'), ObjAttrParam(expreplay, 'exploration'),
[(0, 1), (10, 0.1), (240, 0.01)], [(0, 1), (10, 0.1), (320, 0.01)],
interp='linear'), interp='linear'),
PeriodicTrigger( PeriodicTrigger(
RunOp(DQNModel.update_target_param), RunOp(DQNModel.update_target_param),
......
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