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Suhwan Choi
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PonderPounce: A Pretrained MLLM as an Episode Context Engine for Robot Control
CostNav: A Navigation Benchmark for Real-World Economic-Cost Evaluation of Physical AI Agents
Weak-to-Strong Generalization under Distribution Shifts
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