DEMO MODESimulated Compliance Environment • No Live Production Data
CEO Hub
HYBA

EUCLID_REDUX

Reinforcement Learning Layer

Training Active
v3.4.2
Feedback

1.2M

Positive

87.4%

Negative

12.6%

Reward Delta

+4.7%

Version

v3.4.2

Updated

2h ago

Training Runs

RUN-4521training
Epoch: 2847Loss: 0.0234Reward: 847.3

67% complete

RUN-4520complete
Epoch: 3000Loss: 0.0198Reward: 912.7

100% complete

RUN-4519complete
Epoch: 3000Loss: 0.0221Reward: 876.4

100% complete

RUN-4518complete
Epoch: 3000Loss: 0.0267Reward: 823.1

100% complete

Policy Comparison vs Baseline

MetricBaselineCurrentDelta
Causal Accuracy89.2%94.7%+5.5%
Counterfactual Precision82.1%87.8%+5.7%
Emergence Detection78.4%89.2%+10.8%
Cross-Domain Transfer71.3%82.4%+11.1%
Inference Latency342ms287ms-16.1%

Reward Curve

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Episode Number

Feedback Integration

Loop StatusActive
Batch Size2048
Learning Rate3e-4
Gradient Clip1.0

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