Nguyen Duc Quang Anh

T2-Nav: Algebraic-Topology–Aware Temporal Graph Memory and Loop Detection for Zero-Shot Visual Navigation

Deploying autonomous agents in the real world is complicated, especially when it comes to navigation, where systems must adapt to situations they haven’t encountered before. Traditional learning approaches require a substantial amount of data, constant tweaking, and sometimes starting over for every…