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Jedidiah Alindogan

2 accepted papers

2026

MAGIC VFM-Meta-Learning Adaptation for Ground Interaction Control with Visual Foundation Models (Abstract Reprint)

AAAI 2026technical

Control of off-road vehicles is challenging due to the complex dynamic interactions with the terrain. Accurate modeling of these interactions is important to optimize driving performance, but the relevant physical phenomena, such as slip, are too complex to model from first principles. Therefore, we

Cited by 0SourcePDFScholar
2024

Model Predictive Trees: Sample-Efficient Receding Horizon Planning with Reusable Tree Search

IROS 2024poster

We present Model Predictive Trees (MPT), a receding horizon tree search algorithm that improves its performance by reusing information efficiently. Whereas existing solvers reuse only the highest-quality trajectory from the previous iteration as a "hotstart", our method reuses the entire optimal sub…

Cited by 0SourcecodeScholar