AIPointZero announced as a 3D world model pre-trained without robots
PointZero’s creators say learning to complete 3D point tracks yields transferable 3D dynamics, offering a way to pre-train without expensive robot data.
TLDR
PointZero’s creators introduced a 3D world model pre-trained without robots to learn dynamics relevant to dexterous manipulation. Their approach learns to complete 3D point tracks, which they say yields transferable dynamics. The team claims state-of-the-art results in zero-shot 3D dynamics, plus action-conditioned 3D dynamics and imitation learning after post-training.
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PointZero announced as a 3D world model pre-trained without robots
PointZero’s creators say learning to complete 3D point tracks yields transferable 3D dynamics, offering a way to pre-train without expensive robot data.
TLDR
PointZero’s creators introduced a 3D world model pre-trained without robots to learn dynamics relevant to dexterous manipulation. Their approach learns to complete 3D point tracks, which they say yields transferable dynamics. The team claims state-of-the-art results in zero-shot 3D dynamics, plus action-conditioned 3D dynamics and imitation learning after post-training.