LongNav-R1: Horizon-Adaptive Multi-Turn RL for Long-Horizon VLA Navigation [RSS 2026]

Yue Hu, Avery Xi, Qixin Xiao, Seth Isaacson, Henry X Liu, Ram Vasudevan, Maani Ghaffari

April 2026