Unnecessary lines in Base4, and changes for box space, to fit better for our needs (#7324)
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@ -66,10 +66,6 @@ class Base4ActionRLEnv(BaseEnvironment):
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self._position = Positions.Neutral
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trade_type = "neutral"
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self._last_trade_tick = None
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elif action == Actions.Exit.value:
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self._position = Positions.Neutral
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trade_type = "neutral"
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self._last_trade_tick = None
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else:
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print("case not defined")
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@ -57,7 +57,7 @@ class BaseEnvironment(gym.Env):
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self.shape = (window_size, self.signal_features.shape[1] + 3)
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self.set_action_space()
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self.observation_space = spaces.Box(
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low=-np.inf, high=np.inf, shape=self.shape, dtype=np.float32)
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low=-1, high=1, shape=self.shape, dtype=np.float32)
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# episode
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self._start_tick: int = self.window_size
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