ActiveVLN: Towards Active Exploration via Multi-Turn RL in Vision-and-Language Navigation

Zekai Zhang, Weiye Zhu, Hewei Pan +4

The Vision-and-Language Navigation (VLN) task requires an agent to follow natural language instructions and navigate through complex environments. Existing MLLM-based VLN methods p…