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+ "imagination": "NONE -- pure action policy; assistant generates no frames (no MSE targets)",
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+ "loss": "CE on assistant action text only; frame0 + Env-Feedback frames = loss=0 INPUT context",
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+ "loader": "VLMGymDatasetSokobanInterleavedCoTEnvFB (assistant has no images -> CE-only turn)",
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