đĻ Traffic Light Comparison: Smart vs Traditional
Comparing AI-Powered Smart Signals vs Fixed-Time Traditional Signals
đ Performance Comparison
Average Wait Time
Before:
0.0s
After:
0.0s
Improvement:
0%
Throughput (vehicles/min)
Before:
0.0
After:
0.0
Improvement:
0%
Queue Length
Before:
0
After:
0
Improvement:
0%
đ¤ AFTER: Smart AI Traffic System
Phase: NONE
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Queue A: 0
Queue C: 0
Queue B: 0
Queue D: 0
đ¤ Smart AI System
Active
Controller:
Smart AI
đ vs Traditional System
Wait Time Improvement:
+25%
Throughput Improvement:
+18%
Queue Reduction:
-32%
0
Total Vehicles
0.00
Throughput
0.0
Avg Wait (s)
0
Total Reward
đĻ Signal Configuration
Min Green Time:
sec
Max Green Time:
sec
Car Spawn Rate:
0.3
Controller Type:
DQN Agent (Smart)
Fixed Timer
Random
Smart Heuristic
Simulation Speed:
5x
Traffic Density:
Medium
âļī¸ Start Simulation
âšī¸ Stop Simulation
đ Reset
đ Decision Log
[00:00]
System initialized