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ebench-integrate-policy skillA

ebench-integrate-policy is agent-read markdown (skill) from internrobotics/ebench: Implement or review a custom VLA policy adapter for EBench EvalClient, including observation preprocessing, action semantics, chunking, and episode resets..

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What the file says

# Integrate a policy with EBench

Resolve paths from the EBench root. Read `third_party/genmanip-client/src/genmanip_client/eval_client.py` and the closest adapter: `baselines/X-VLA/run.py`, `baselines/openpi/scripts/pi_eval_client_online.py`, or `baselines/InternVLA-A1/inference.py`. Inspect the user's policy inference API and training transforms before choosing a mapping.

## Establish the contract

Observations are keyed by string worker IDs; a worker's model observation is `obs[wid]["obs"]`. Existing adapters use:

- `video.overlook_camera_view`, `video.left_camera_view`, `video.right_camera_view`;
- `state.joints`, `state.gripper`, `state.base`, and optionally `state.ee_pose`;
- `instruction`, and `reset` for episode-boundary handling.

Verify image type, RGB ordering, shape, resize/padding, proprioception ordering, units, and normalization against training. Do not invent missing cameras or silently replace missing input with zeros. Keep checkpoint normalization and model transforms paired.
…

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Source

GitHub

internrobotics/ebench · 140 stars · license MIT · pushed 2026-09-24 · branch main

API

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