Embodied Foundation Models
PulseAugur coverage of Embodied Foundation Models — every cluster mentioning Embodied Foundation Models across labs, papers, and developer communities, ranked by signal.
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TILDE method distills embodied foundation models for robot policies
Researchers have developed TILDE, a novel method for distilling capabilities from embodied foundation models into robot policies. This approach bypasses the need for extensive action pretraining by utilizing on-policy t…
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Egocentric human video outperforms robot data for embodied AI pretraining
A new study suggests that egocentric human video data can be more effective than real-robot trajectories for pretraining embodied foundation models. Researchers found that models pretrained with filtered and labeled hum…
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Egocentric human video outperforms robot data for embodied AI pretraining
Researchers have found that egocentric human video can be a more effective and cost-efficient data source for pretraining embodied foundation models compared to traditional teleoperated robot trajectories. Studies indic…
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Embodied Intelligence Adopts Bird's-Eye View for Scalable Robot Data
A new approach called Dexterity-BEV is being introduced to address the data challenges in embodied intelligence by adapting the Bird's-Eye View (BEV) methodology from autonomous driving. This method aims to unify hetero…