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Add status-aware now/future decoder - #1

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lazymosemarry-png:codex/now-future-decoder
Draft

Add status-aware now/future decoder#1
lazymosemarry-png wants to merge 1 commit into
CIAM-Group:mainfrom
lazymosemarry-png:codex/now-future-decoder

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What changed

  • add an optional status-aware now/future glimpse to the N50 and N100 decoders
  • preserve the original decoder and checkpoint layout when use_now_future is disabled
  • safely handle empty future sets while keeping the original final feasibility mask
  • add TorchRL 0.6 dynamic-batch reset compatibility while preserving p_s_tag

Why

The experiment tests whether unserved but currently non-actionable customers
provide useful context without making infeasible actions selectable.

Validation

  • Python compilation passed for all changed files
  • the N50 treatment completed a 300-epoch remote training pilot with
    checkpoints every 20 epochs

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