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Update Base5ActionRLEnv.py

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Addition of action_space_type to support Discrete and Box action spaces.
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Shane 2024-05-24 21:12:56 +10:00 committed by GitHub
parent 07fba3abb0
commit dc5766fb10
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1 changed files with 7 additions and 1 deletions
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freqtrade/freqai/RL/Base5ActionRLEnv.py
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@ -24,10 +24,16 @@ class Base5ActionRLEnv(BaseEnvironment):
def __init__(self, **kwargs): def __init__(self, **kwargs):
super().__init__(**kwargs) super().__init__(**kwargs)
self.action_space_type = action_space_type
self.actions = Actions self.actions = Actions
def set_action_space(self): def set_action_space(self):
self.action_space = spaces.Discrete(len(Actions)) if self.action_space_type == "Discrete":
self.action_space = spaces.Discrete(len(Actions))
elif self.action_space_type == "Box":
self.action_space = spaces.Box(low=-1, high=1, shape=(1,))
else:
raise ValueError(f"Unknown action space type: {self.action_space_type}")
def step(self, action: int): def step(self, action: int):
""" """