M. Khir

Evolution of Scene Representation and Planning in Modular End-to-End Autonomous Driving: A Review

A review of how modular end-to-end architectures evolve with respect to scene representation and planning design and highlights recurring challenges, including error propagation across tasks, robustness under distribution shift, long-horizon reasoning, and evaluation under closed-loop interaction.