Adaptive Alert Triage

RL-Powered Incident Response Dashboard
Rule-Based
Connecting…
Live Testing
Agent Training

Train RL Agent (PPO)

Launch background training across varying difficulty tasks.

Easy Episodes:
Ready to train. Run PPO to update weights.
📥 Download Weights:
🔍
Investigate
Deep-dive diagnosis. Uses 1 budget slot. For high-severity, high-confidence alerts.
🚫
Ignore
Dismiss as noise. For low-confidence or known false positives. Saves resources.
⬆️
Escalate
Route to specialist team. No budget cost. For uncertain but severe alerts.
⏳
Delay
Defer to next step. Wait for more info. Risky for critical alerts!
Active Alerts
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Queue: 0
Accuracy
—
0 correct / 0 total
Total Reward
0.0
avg: —
Failures
0
system crashes
Episode
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Select task →
🧠 AI Agent Reasoning Waiting for episode…
Start a new episode to see the agent's real-time decision explanations. The agent analyzes each alert's severity, confidence, type, and age to determine the optimal triage action.
📋 Active Alerts
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No alerts — click ▶ New Episode to begin
Step 0 / 0
⚡ Decision Log
0 actions
📝
Agent decisions appear here with reasoning
📊 Episode Scores
avg: —
📈 Reward Trend
cumulative
🎯 Action Distribution