Features You'll Actually Use
Practical tools designed for real-world driving scenarios
Eco-Pathfinding
& Routing
Calculates mathematically proven paths while avoiding high-pollution exposure zones.
Live AQI
Matrix
Integrates real-time sensor data across 50+ network locations directly mapped to Open-Meteo.
Dynamic Traffic
Engine
Inject external traffic constraints and simulate how gridlock inflates route exposure risks.
OpenEnv
Compliance
Standardized RL endpoints supporting evaluation definitions and PPO/DQN integration.
Select a start and destination city. The AI agent will find the route with the lowest pollution exposure and compare it against the shortest path.
Real-Time Pollution Grid
Live sensors analyzing exposure risks across 50+ network locations.
đĻ Simulate traffic congestion to observe dynamic impact on live AQI parameters and agent routing decisions.
đē Simulation Map
Interactive city graph showing all RL environment routes, live AQI-weighted edges, and connection distances.
đ Edge Summary
| From | To | Distance | Avg AQI | Pollution Wt | Status |
|---|
RL Simulation Engine
Execute the RL agent on OpenEnv evaluation tasks and visualize trajectory metrics.