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  | Train loss | Test Acc | Reward |
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  | -------------------------------------------------- | -------- | ------ |
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  | ![feature](./sup_loss.png) | 0.90 | 20 |
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-
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  - Baselines when sequence length for decision is 4:
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-
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  | Train action loss | Train hidden state loss | Train acc (auto-regressive mode) | Reward |
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  | ----------------------------------------------------- | ------------------------------------------------- | --------------------------------------------------- | ------ |
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  | ![feature](./action_loss.png) | ![feature](./hs_loss.png) | ![feature](./train_acc.png) | -21 |
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  ## Data Usage
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  ### Data description
 
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  | Train loss | Test Acc | Reward |
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  | -------------------------------------------------- | -------- | ------ |
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  | ![feature](./sup_loss.png) | 0.90 | 20 |
 
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  - Baselines when sequence length for decision is 4:
 
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  | Train action loss | Train hidden state loss | Train acc (auto-regressive mode) | Reward |
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  | ----------------------------------------------------- | ------------------------------------------------- | --------------------------------------------------- | ------ |
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  | ![feature](./action_loss.png) | ![feature](./hs_loss.png) | ![feature](./train_acc.png) | -21 |
 
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  ## Data Usage
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  ### Data description