ScenePilot: Controllable Boundary-Driven Critical Scenario Generation for Autonomous Driving
Quick Take
ScenePilot generates critical driving scenarios by focusing on feasible boundary conditions to enhance autonomous vehicle testing.
Key Points
- Targets physically solvable yet challenging scenarios.
- Uses multi-objective reinforcement learning for scenario generation.
- Increases collision rates while maintaining physical validity.
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