una-auxme / paf

MIT License
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feat: hotfixing steering for leaderboard #217

Closed hellschwalex closed 7 months ago

hellschwalex commented 7 months ago

Description

Since all Tuning, Testing etc for Acting (Steering in particular) was done in dev.launch with perfect Sensors, the very well tuned PurePursuit Controller would be expected to outperform in the leaderboard-enviroment aswell. This is NOT the case (and we do not know why exactly). Bringing back Stanley Controller (with a new, softer tuning to regard Sensor-Flickering) for velocities of 6+ m/s and retuning PurePursuit Controllers amplification factor (from 4.75 to under 1, again to regard Sensor-Flickering) should highly increase driving score. Again I do not exactly know, why the well-tested and goodworking tuning from dev.launch does not work in the leaderboard. So this is a rather "dirty" hotfix (but it works).

Fixes #216 (issue)

Type of change

Checklist:

github-actions[bot] commented 7 months ago

Simulation results

Metric Value
Avg. driving score 0.19351
Avg. route completion 8.01
Avg. infraction penalty 0.02413
Collisions with pedestrians 1.691
Collisions with vehicles 7.609
Collisions with layout 0.845
Red lights infractions 0.0
Stop sign infractions 0.0
Off-road infractions 0
Route deviations 0.0
Route timeouts 0.0
Agent blocked 1.691
Yield emergency vehicles infractions 0.0
Scenario timeouts 2.536
Min speed infractions 0.0