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Finn Lukas Busch

3 accepted papers

2026

Learning to Localize Reference Trajectories in Image-Space for Visual Navigation

RSS 2026poster

We present LoTIS, a model for visual navigation that provides robot-agnostic image-space guidance by localizing a reference RGB trajectory in the robot’s current view, without requiring camera calibration, poses, or robot-specific training. Instead of predicting actions tied to specific robots, we p…

Cited by 0SourceScholar
2025

One Map to Find Them All: Real-time Open-Vocabulary Mapping for Zero-shot Multi-Object Navigation

ICRA 2025

The capability to efficiently search for objects in complex environments is fundamental for many real-world robot applications. Recent advances in open-vocabulary vision models have resulted in semantically-informed object navigation methods that allow a robot to search for an arbitrary object witho

Cited by 13SourcecodeScholar
2023

A Gaussian Process Model for Opponent Prediction in Autonomous Racing

IROS 2023

In head-to-head racing, performing tightly con-strained, but highly rewarding maneuvers, such as overtaking, require an accurate model of interactive behavior of the opposing target vehicle (TV). We propose to construct a prediction model given data of the TV from previous races. In particular, a on

Cited by 20SourcecodeScholar