AI4Finance-Foundation / AI4Finance-Foundation/FinRL

same code and data occurred reward no change and reward always 0 after ep2

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#1,348 1 commento 0 reazioni 0 assegnatari Vedi su GitHub
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Descrizione

below is the log:

[@train.py #97]
{'buffer_size': 50000, 'learning_rate': 0.0005, 'batch_size': 256, 'action_noise': NormalActionNoise(mu=[0.], sigma=[0.1])}
Using cpu device
Logging to results/ddpg
Episode: 2
[@pyplot.py #497] Loaded backend Agg version v2.2.
day: 241, episode: 2
begin_total_asset: 100000.00
end_total_asset: 100094.35
total_reward: 94.35
total_cost: 2.84
total_trades: 9
Sharpe: 1.463
=================================
Episode: 3
day: 241, episode: 3
begin_total_asset: 100000.00
end_total_asset: 100000.00
total_reward: 0.00
total_cost: 0.00
total_trades: 0
=================================
Episode: 4
day: 241, episode: 4
begin_total_asset: 100000.00
end_total_asset: 100000.00
total_reward: 0.00
total_cost: 0.00
total_trades: 0
=================================
Episode: 5
day: 241, episode: 5
begin_total_asset: 100000.00
end_total_asset: 100000.00
total_reward: 0.00
total_cost: 0.00
total_trades: 0
=================================
how this would happen when code and data is the same?
some times is ok when train.

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