This project was created to solve a real operational constraint: in some enterprise environments, the server hosting OCS is heavily restricted and direct database access is not allowed by policy. In ...

TOPReward is a reward modeling method that uses token probabilities from vision-language models (VLMs) as zero-shot reward signals for robotics. By computing the log-likelihood that a model assigns to ...

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