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make sure that for now observation spaces all include an observation key
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@@ -70,6 +70,18 @@ class GymEnvironmentWrapper(EnvironmentWrapper):
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scale = 2
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self.renderer.create_screen(image.shape[1]*scale, image.shape[0]*scale)
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if isinstance(self.env.observation_space, gym.spaces.Dict):
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if 'observation' not in self.env.observation_space:
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raise ValueError((
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'The gym environment provided {env_id} does not contain '
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'"observation" in its observation space. For now this is '
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'required. The environment does include the following '
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'keys in its observation space: {keys}'
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).format(
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env_id=self.env_id,
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keys=self.env.observation_space.keys(),
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))
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# TODO: collect and store this as observation space instead
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self.is_state_type_image = len(self.state['observation'].shape) > 1
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if self.is_state_type_image:
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