LongNav-R1: Horizon-Adaptive Multi-Turn RL for Long-Horizon VLA Navigation

Yue Hu; Avery Xi; Qixin Xiao; Seth Isaacson; Henry X. Liu; Ram Vasudevan; Maani Ghaffari · RSS 2026 · 2026