Common crowd-navigation benchmarks have an evaluation artifact where learned agents can leave the valid domain and bypass dense crowds without explicit boundary constraints

we observe an evaluation artifact in common crowd-navigation benchmarks: without explicit boundary constraints, learned agents may leave the valid domain and bypass dense crowds

http://arxiv.org/abs/2608.27158v1