2025
Boosting Efficient Reinforcement Learning for Vision-and-Language Navigation With Open-Sourced LLM
RA-L 2025
Vision-and-Language Navigation (VLN) requires an agent to navigate in photo-realistic environments based on language instructions. Existing methods typically employ imitation learning to train agents. However, approaches based on recurrent neural networks suffer from poor generalization, while trans