AI Frontier Lectures

Mar 5, 2026 · Artificial Intelligence

Can Robots Navigate Unseen Spaces with Only Language? EvoNav’s Zero‑Shot Vision‑Language Breakthrough

The EvoNav framework from Nanjing University of Science and Technology tackles the last‑hundred‑meter challenge of embodied navigation by integrating a Future Chain‑of‑Thought and a Historical Experience chain, achieving significant zero‑shot performance gains on VLN‑CE benchmarks and real‑world robot tests, with code released on GitHub.