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Milestone
Jul 1, 2026–Jul 30, 2026
CARLA Adaptation, ADAS Validation & Calibration
Adapt the CARLA simulation to use the behavior agent instead of the simple agent, and validate whether the current simulation setup is sufficient to exercise ADAS activations. AEB is already integrated into the scoring pipeline; ESC and the friction estimator are believed to be integrated but require validation before they can be trusted. Includes threshold definition, score weighting calibration, and agent tuning.
| Issue | Hours |
|---|---|
| Replace SmartDataHandler simple agent with behavior agent | 4 |
| Validate if current simulation is sufficient to evaluate ADAS activation | 3 |
| Validate ESC integration/confidence | 3 |
| Validate friction estimator integration/confidence | 3 |
| Define severity/frequency thresholds per ADAS violation type | 4 |
| Calibrate aggressiveness score weighting (ESC/AEB/friction) | 4 |
| Tune behavior agent parameters for representative driving profiles | 2 |
| Documentation | 2 |
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