PyRUA-DataFarm uses LLM agent for real-ready robot data
LLM agent as teleoperator rebuilds tasks in simulation and renders photographic video data at $0.80 per episode.
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LLM agent as teleoperator rebuilds tasks in simulation and renders photographic video data at $0.80 per episode.
PyRUA-DataFarm cuts robot data costs to $21 per task using an LLM agent in simulation.
After distillation, the authors say it supports real-time, minute-long rollouts and live VR interaction.

NVIDIA IsaacTeleop tutorial maps XR hand and controller tracking to robot actions via a graph retargeter.

Axis Robotics and academic partners released AXIS, a browser-based teleoperation system yielding 207 manipulation tasks and 50,129 trajectories that lifts pi0.5 to 88.8 on LIBERO-Plus.

Robotics data startup XDOF is in talks for a Series B at a $1.2B valuation led by 8VC, three months after emerging from stealth.
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