/Tech3h ago

Robometer Advances Scalable Reward Prediction for Robot Reinforcement Learning

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Andreas Köpf@neurosp1ke

srly, at least the closest thing we have today.

Chris Paxton@chris_j_paxton

The bottleneck to on-robot reinforcement learning is good, scalable reward prediction. Robometer is a massive step in that direction, and the authors have been wonderfully open as well, releasing a large dataset and continuing to improve their model post release.

Thanks to @aliangdw @yigitkkorkmaz and @Jesse_Y_Zhang for joining me and @DJiafei!

3:30 AM · Jun 11, 2026 · 1.3K Views
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RoboticsRecruiter@USRoboRecruiter

Natural language input is going to be the real bottleneck for adoption when Robots are deployed. There's no point in having a robot if you need someone with a PHD to operate it

Chris Paxton@chris_j_paxton

The bottleneck to on-robot reinforcement learning is good, scalable reward prediction. Robometer is a massive step in that direction, and the authors have been wonderfully open as well, releasing a large dataset and continuing to improve their model post release.

Thanks to @aliangdw @yigitkkorkmaz and @Jesse_Y_Zhang for joining me and @DJiafei!

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