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Let coverage dominate Household Orders sweep scoring - #698

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Let coverage dominate Household Orders sweep scoring#698
axelpey wants to merge 1 commit into
codex/household-orders-fast-observationfrom
codex/household-orders-remove-route-scoring

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@axelpey axelpey commented Aug 24, 2026

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Summary

  • replace sweep distance-decay utility with the ablation-proven linear coverage utility
  • raise uncapped novelty reward so the search spreads through unexplored space
  • retain the conservative first-view travel cost and all reliability guards

Why

The independent 40-run ablation improved successful median from 354.6s to 288.2s and successful max from 664.2s to 517.3s, with no observed behavior-valid reliability loss (37/40 control vs 35/37 after excluding three infrastructure failures). This PR applies only that component change.

Validation

  • python3 -m py_compile workspace/innate_skills/find_next_person.py
  • targeted ROS-image test: 5 passed, 87 deselected
  • fresh-source confirmation: 40/40 Batch jobs succeeded and 40/40 behavioral trials passed
  • confirmation latency: min 230.7s, median 310.3s, P95 559.4s, max 590.5s
  • confirmation infrastructure estimate: $2.60

The confirmation ran commit 95a493880b797e9281afe2af92d7b674c1cc44a0 on one fresh VM per trial, zero retries, with first-person evidence recording.

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axelpey force-pushed the codex/household-orders-fast-observation branch from 277e52c to 4c725e7 Compare August 27, 2026 04:33
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axelpey force-pushed the codex/household-orders-remove-route-scoring branch from 95a4938 to 1ac5c0d Compare August 27, 2026 04:33
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axelpey force-pushed the codex/household-orders-fast-observation branch from 4c725e7 to 98646f5 Compare August 27, 2026 04:36
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axelpey force-pushed the codex/household-orders-remove-route-scoring branch from 1ac5c0d to e1b0a7d Compare August 27, 2026 04:36
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axelpey force-pushed the codex/household-orders-fast-observation branch from 98646f5 to 47ef48c Compare August 27, 2026 04:37
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axelpey force-pushed the codex/household-orders-remove-route-scoring branch from e1b0a7d to 40cf55e Compare August 27, 2026 04:37
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axelpey force-pushed the codex/household-orders-fast-observation branch from 47ef48c to 5b98f61 Compare August 27, 2026 04:38
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axelpey force-pushed the codex/household-orders-remove-route-scoring branch from 40cf55e to 693e549 Compare August 27, 2026 04:39
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axelpey force-pushed the codex/household-orders-fast-observation branch from 5b98f61 to e396995 Compare August 27, 2026 04:53
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axelpey force-pushed the codex/household-orders-remove-route-scoring branch from 693e549 to b7ba345 Compare August 27, 2026 04:53
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axelpey force-pushed the codex/household-orders-fast-observation branch from e396995 to 9896eef Compare August 27, 2026 05:00
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axelpey force-pushed the codex/household-orders-remove-route-scoring branch from b7ba345 to 4ddf7c6 Compare August 27, 2026 05:00
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axelpey force-pushed the codex/household-orders-fast-observation branch from 9896eef to cb05f19 Compare August 27, 2026 05:28
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axelpey force-pushed the codex/household-orders-remove-route-scoring branch from 4ddf7c6 to c9b3970 Compare August 27, 2026 05:28
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axelpey force-pushed the codex/household-orders-fast-observation branch from cb05f19 to 1cff87e Compare August 27, 2026 05:45
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axelpey force-pushed the codex/household-orders-remove-route-scoring branch from c9b3970 to 4ca4d0c Compare August 27, 2026 05:45
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axelpey force-pushed the codex/household-orders-fast-observation branch from 1cff87e to 9730693 Compare August 27, 2026 15:47
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axelpey force-pushed the codex/household-orders-remove-route-scoring branch from 4ca4d0c to bd1a557 Compare August 27, 2026 15:47
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axelpey force-pushed the codex/household-orders-fast-observation branch from 9730693 to 5fd4d69 Compare August 27, 2026 16:56
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axelpey force-pushed the codex/household-orders-remove-route-scoring branch from bd1a557 to 6c76413 Compare August 27, 2026 16:56
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axelpey force-pushed the codex/household-orders-fast-observation branch from 5fd4d69 to 4136a06 Compare August 27, 2026 17:25
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axelpey force-pushed the codex/household-orders-remove-route-scoring branch 2 times, most recently from 0b5f523 to d20be8a Compare August 27, 2026 18:38
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axelpey force-pushed the codex/household-orders-fast-observation branch from 4136a06 to 769504b Compare August 27, 2026 18:38
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axelpey force-pushed the codex/household-orders-remove-route-scoring branch from d20be8a to 220923b Compare August 27, 2026 18:50
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axelpey force-pushed the codex/household-orders-fast-observation branch from 769504b to 010364f Compare August 27, 2026 18:50
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axelpey marked this pull request as draft August 28, 2026 07:07
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