AI4Finance-Foundation / AI4Finance-Foundation/ElegantRL
Bug Of Agent init
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- Python
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描述
in the AgentBase.py AgentBase.__init__() :
```python
class AgentBase:
def __init__(self, net_dim: int, state_dim: int, action_dim: int, gpu_id: int = 0, args: Arguments = None):
...
'''network'''
act_class = getattr(self, "act_class", None)
cri_class = getattr(self, "cri_class", None)
self.act = act_class(net_dim, self.num_layer, state_dim, action_dim).to(self.device)
self.cri = cri_class(net_dim, self.num_layer, state_dim, action_dim).to(self.device) \
if cri_class else self.act
```
the code pass the num_layer when init the act ,but in the agent/net.py, most of the networks __init__ not receive num_layer param,
such as QNetTwinDuel:
```python
class QNetTwinDuel(nn.Module): # D3QN: Dueling Double DQN
def __init__(self, mid_dim, state_dim, action_dim):
super().__init__()
self.net_state = nn.Sequential(
nn.Linear(state_dim, mid_dim),
nn.ReLU(),
nn.Linear(mid_dim, mid_dim),
nn.ReLU(),
)
```
this will cause agent init error.
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