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Aryan Jain

2 accepted papers

2023

Train Offline, Test Online: A Real Robot Learning Benchmark

ICRA 2023poster

Three challenges limit the progress of robot learning research: robots are expensive (few labs can participate), everyone uses different robots (findings do not generalize across labs), and we lack internet-scale robotics data. We take on these challenges via a new benchmark: Train Offline, Test Onl…

Cited by 20SourcecodeScholar
2023

Where are we in the search for an Artificial Visual Cortex for Embodied Intelligence?

NeurIPS 2023poster

We present the largest and most comprehensive empirical study of pre-trained visual representations (PVRs) or visual ‘foundation models’ for Embodied AI. First, we curate CortexBench, consisting of 17 different tasks spanning locomotion, navigation, dexterous, and mobile manipulation. Next, we syste…

Cited by 161SourcePDFScholar