When Planners Meet Reality: How Learned, Reactive Traffic Agents Shift nuPlan Benchmarks

Steffen Hagedorn, Luka Donkov, Aron Distelzweig +1

Planner evaluation in closed-loop simulation often uses rule-based traffic agents, whose simplistic and passive behavior can hide planner deficiencies and bias rankings. Widely use…