Publish AirOpsEnv v0.4.1: v3's passengers in the replays
Browse files- README.md +28 -23
- results/eval-v2.json +1 -1
- results/eval-v3.json +1 -1
- viewer/thumbs/occ3-board-sol-joint.openai-gpt-6.1-sol.b6-20221207-0400.jpg +2 -2
- viewer/thumbs/occ3-board-sol-joint.openai-gpt-6.1-sol.b6-20230606-0400.jpg +2 -2
- viewer/thumbs/occ3-board-sol-joint.openai-gpt-6.1-sol.b6-20230616-0400.jpg +2 -2
- viewer/thumbs/occ3-board-sol-joint.openai-gpt-6.1-sol.b6-20230708-0400.jpg +2 -2
- viewer/thumbs/occ3-board-sol-joint.openai-gpt-6.1-sol.b6-20230709-0400.jpg +2 -2
- viewer/thumbs/occ3-board-sol-joint.openai-gpt-6.1-sol.b6-20230713-0400.jpg +2 -2
- viewer/thumbs/occ3-board-sol-joint.openai-gpt-6.1-sol.b6-20230729-0400.jpg +2 -2
- viewer/thumbs/occ3-board-sol-joint.openai-gpt-6.1-sol.b6-20231210-0400.jpg +2 -2
- viewer/thumbs/occ3-board-sol-joint.openai-gpt-6.1-sol.b6-20231218-0400.jpg +2 -2
- viewer/thumbs/occ3-board-sol-joint.openai-gpt-6.1-sol.b6-20240623-0400.jpg +2 -2
- viewer/thumbs/occ3-board-sol-joint.openai-gpt-6.1-sol.b6-20240713-0400.jpg +2 -2
- viewer/thumbs/occ3-board-sol-joint.openai-gpt-6.1-sol.b6-20240715-0400.jpg +2 -2
- viewer/thumbs/occ3-board-sol-joint.openai-gpt-6.1-sol.b6-20240722-0400.jpg +2 -2
- viewer/thumbs/occ3-board-sol-joint.openai-gpt-6.1-sol.b6-20250111-0400.jpg +2 -2
- viewer/thumbs/occ3-board-sol-joint.openai-gpt-6.1-sol.b6-20250708-0400.jpg +2 -2
- viewer/thumbs/occ3-board-sol-joint.openai-gpt-6.1-sol.b6-20250712-0400.jpg +2 -2
- viewer/thumbs/occ3-board-sol-joint.openai-gpt-6.1-sol.b6-20251202-0400.jpg +2 -2
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- viewer/thumbs/occ3-board-sol-joint.openai-gpt-6.1-sol.b6-20260709-0400.jpg +2 -2
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- viewer/thumbs/occ3-board-sol-one.openai-gpt-6.1-sol.b6-20221207-0400.jpg +2 -2
- viewer/thumbs/occ3-board-sol-one.openai-gpt-6.1-sol.b6-20230606-0400.jpg +2 -2
- viewer/thumbs/occ3-board-sol-one.openai-gpt-6.1-sol.b6-20230616-0400.jpg +2 -2
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- viewer/thumbs/occ3-board-sol-one.openai-gpt-6.1-sol.b6-20230713-0400.jpg +2 -2
- viewer/thumbs/occ3-board-sol-one.openai-gpt-6.1-sol.b6-20231210-0400.jpg +2 -2
- viewer/thumbs/occ3-board-sol-one.openai-gpt-6.1-sol.b6-20240623-0400.jpg +2 -2
- viewer/thumbs/occ3-board-sol-one.openai-gpt-6.1-sol.b6-20240713-0400.jpg +2 -2
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- viewer/thumbs/occ3-board-sol-one.openai-gpt-6.1-sol.b6-20250111-0400.jpg +2 -2
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README.md
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---
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license: other
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license_name: us-public-domain-iem-mit-odbl-apache-2.0
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license_link: https://github.com/earakely-scale/agentenv-airops-plugin/blob/v0.4.
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pretty_name: 'AirOpsEnv v3: passengers and the customer desk'
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language:
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- en
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bundles:
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airops:
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plugins:
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-
- agentenv-airops @ git+https://github.com/earakely-scale/agentenv-airops-plugin@v0.4.
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setup: agent-env airops setup --agent
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airops-occ3:
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plugins:
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-
- agentenv-airops @ git+https://github.com/earakely-scale/agentenv-airops-plugin@v0.4.
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setup: agent-env airops-occ3 setup
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airops-occ:
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plugins:
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-
- agentenv-airops @ git+https://github.com/earakely-scale/agentenv-airops-plugin@v0.4.
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setup: agent-env airops-occ setup
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configs:
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- config_name: v3_tasks
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<div align="center">
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<a href="https://huggingface.co/spaces/earakely-scale/AirOpsEnv-AgentEnv?episode=https://huggingface.co/datasets/earakely-scale/AirOpsEnv-AgentEnv/resolve/v0.4.
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<sub>Three GPT-6.1 Sol desks run JetBlue's network through the storm of Tuesday 8 July 2025
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(<code>b6-20250708-0400</code>), shown at Kennedy: 637 flights from 04:00 with 81,279 passenger trips, an FAA ground
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moves, the ops controller holds 31 departures and cancels one flight, and the customer desk sends 60 requests; ops
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accepts 30 of its 46 HOLDs and 7 of its 8 PROTECTs. Flown on what really happened, the day saves 85% of what standard
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crew-desk practice leaves on the table: reward 0.795, against 0.655 for one Sol agent at all three desks and 0.308 for
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-
the standard crew desk. In the clip
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-
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-
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<h1>AirOpsEnv v3: passengers and the customer desk</h1>
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other seat is left, per DOT's refund rule.
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How faithful the passengers are, with every check and every miss (a connecting-share check that ran low among them),
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-
is in [FIDELITY.md](https://github.com/earakely-scale/agentenv-airops-plugin/blob/v0.4.
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## Grading
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## Watch a run
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Every
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watch by watch, as v2's do,
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-
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-
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-
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-
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## Tables
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```bash
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uv tool install agentenv-framework \
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--with "agentenv-airops @ git+https://github.com/earakely-scale/agentenv-airops-plugin@v0.4.
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agent-env airops-occ3 setup
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agent-env hf run earakely-scale/AirOpsEnv-AgentEnv@v0.4.
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agent-env hf run earakely-scale/AirOpsEnv-AgentEnv@v0.4.
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--model openai/gpt-6.1-sol
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```
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<div align="center">
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-
<a href="https://huggingface.co/spaces/earakely-scale/AirOpsEnv-AgentEnv?episode=https://huggingface.co/datasets/earakely-scale/AirOpsEnv-AgentEnv/resolve/v0.4.
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<sub>Two GPT-6.1 Sol desks run JetBlue's network through the Boston storm of Saturday 13 July 2024
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(<code>b6-20240713-0400</code>): 612 flights on 193 aircraft from 04:00, an FAA ground stop and a ground delay program
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band.
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How faithful the day is, layer by layer, with every check against the record and every miss, is in
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-
[FIDELITY.md](https://github.com/earakely-scale/agentenv-airops-plugin/blob/v0.4.
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## v2: grading
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## v2: run it
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Once `agent-env airops-occ setup` has built v2's env and desk agent, play a v2 day from this dataset with
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-
`agent-env hf run earakely-scale/AirOpsEnv-AgentEnv@v0.4.
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The bundle `airops-occ` holds every date of `b6-v2` in both modes, `<task id>-joint` and `<task id>-one`, the very
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task files v2's board ran (each desk capped at $5 in a two-desk run, $8 for one agent), and `wiring-noplay`.
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## v1: watch a run
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-
[: 81
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flights to 38 airports, 12 hourly watches. The FAA Command Center's ground delay program, three ground stops and their
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@@ -558,7 +563,7 @@ v2 lifts several of these (the whole network, FAA slots rather than caps, crews)
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## Licence and attribution
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The dataset carries several sets of terms, hence `license: other`; the plugin's
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-
[NOTICE](https://github.com/earakely-scale/agentenv-airops-plugin/blob/v0.4.
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set them out.
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- **U.S. Government works, public domain**: the BTS on-time, T-100 and Form 41 data, the DOT's Airline Origin and
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---
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| 2 |
license: other
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license_name: us-public-domain-iem-mit-odbl-apache-2.0
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+
license_link: https://github.com/earakely-scale/agentenv-airops-plugin/blob/v0.4.1/NOTICE
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pretty_name: 'AirOpsEnv v3: passengers and the customer desk'
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language:
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| 7 |
- en
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|
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| 29 |
bundles:
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| 30 |
airops:
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plugins:
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+
- agentenv-airops @ git+https://github.com/earakely-scale/agentenv-airops-plugin@v0.4.1
|
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setup: agent-env airops setup --agent
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airops-occ3:
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plugins:
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| 36 |
+
- agentenv-airops @ git+https://github.com/earakely-scale/agentenv-airops-plugin@v0.4.1
|
| 37 |
setup: agent-env airops-occ3 setup
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| 38 |
airops-occ:
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plugins:
|
| 40 |
+
- agentenv-airops @ git+https://github.com/earakely-scale/agentenv-airops-plugin@v0.4.1
|
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setup: agent-env airops-occ setup
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configs:
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- config_name: v3_tasks
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<div align="center">
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+
<a href="https://huggingface.co/spaces/earakely-scale/AirOpsEnv-AgentEnv?episode=https://huggingface.co/datasets/earakely-scale/AirOpsEnv-AgentEnv/resolve/v0.4.1/viewer/episodes/occ3-board-sol-joint.openai-gpt-6.1-sol.b6-20250708-0400.json&view=terminal&moment=passengers&play=1&speed=1"><img src="https://raw.githubusercontent.com/earakely-scale/agentenv-airops-plugin/v0.4.1/assets/airops-occ3-hero.webp" alt="GPT-6.1 Sol's three desks run JetBlue's control center through the storm of 8 July 2025: at Kennedy the stranded leave on the hotel shuttle and passengers wait at the service counter after B6 675 is cancelled, in the room ops declines the customer desk's request not to cancel it, and connecting passengers reach the gate of B6 308, held for them" width="100%"></a>
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<sub>Three GPT-6.1 Sol desks run JetBlue's network through the storm of Tuesday 8 July 2025
|
| 135 |
(<code>b6-20250708-0400</code>), shown at Kennedy: 637 flights from 04:00 with 81,279 passenger trips, an FAA ground
|
|
|
|
| 137 |
moves, the ops controller holds 31 departures and cancels one flight, and the customer desk sends 60 requests; ops
|
| 138 |
accepts 30 of its 46 HOLDs and 7 of its 8 PROTECTs. Flown on what really happened, the day saves 85% of what standard
|
| 139 |
crew-desk practice leaves on the table: reward 0.795, against 0.655 for one Sol agent at all three desks and 0.308 for
|
| 140 |
+
the standard crew desk. In the clip the stranded leave on the hotel shuttle, passengers wait at the service counter
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+
after B6 675 to Hartford is cancelled, ops declines the customer desk's request not to cancel it, and 17 connecting
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+
passengers reach the gate of B6 308 to Portland, held for them. Click to replay the day in 3D, from inside the
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+
terminal at a gate held for its connecting passengers.</sub>
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<h1>AirOpsEnv v3: passengers and the customer desk</h1>
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other seat is left, per DOT's refund rule.
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How faithful the passengers are, with every check and every miss (a connecting-share check that ran low among them),
|
| 198 |
+
is in [FIDELITY.md](https://github.com/earakely-scale/agentenv-airops-plugin/blob/v0.4.1/FIDELITY.md).
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|
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## Grading
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|
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|
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## Watch a run
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+
Every run on the v3 board replays in the [replay Space](https://huggingface.co/spaces/earakely-scale/AirOpsEnv-AgentEnv),
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+
watch by watch, as v2's do, and opens inside the terminal: in JetBlue's gate hall at its busiest gate, the gate's
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+
screen with its flight on time, delayed, boarding, held for its connecting passengers or cancelled, the crowd at the
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glass and the aircraft at the bridge; ‹ › steps from gate to gate and to the line at the service counter. On a
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three-desk day the control-center room holds all three desks: the customer desk's requests travel to ops and back and
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pile at the desk they wait on, the customer desk's own screens show the connections at risk, the rebooked and the
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stranded, and the video wall adds a PASSENGERS panel. Connecting passengers walk gate to gate, the stranded leave on the
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hotel shuttle, and the US map draws where the passengers off a cancelled flight or a missed connection are rebooked to
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and how many are stranded overnight at each airport. The gate halls, the lounges, the counter, the passengers' walks
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and the shuttle are inferred, for display only.
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## Tables
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```bash
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uv tool install agentenv-framework \
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+
--with "agentenv-airops @ git+https://github.com/earakely-scale/agentenv-airops-plugin@v0.4.1"
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agent-env airops-occ3 setup
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agent-env hf run earakely-scale/AirOpsEnv-AgentEnv@v0.4.1 --bundle airops-occ3 --task wiring-noplay
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agent-env hf run earakely-scale/AirOpsEnv-AgentEnv@v0.4.1 --bundle airops-occ3 --task b6-20240713-0400-joint \
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--model openai/gpt-6.1-sol
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```
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<div align="center">
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+
<a href="https://huggingface.co/spaces/earakely-scale/AirOpsEnv-AgentEnv?episode=https://huggingface.co/datasets/earakely-scale/AirOpsEnv-AgentEnv/resolve/v0.4.1/viewer/episodes/occ-board-sol-joint.openai-gpt-6.1-sol.b6-20240713-0400.json&t=362&view=room&play=1&speed=2"><img src="https://raw.githubusercontent.com/earakely-scale/agentenv-airops-plugin/v0.4.1/assets/airops-occ-hero.webp" alt="Two GPT-6.1 Sol desks run JetBlue's operations control center through the Boston storm of 13 July 2024 on AgentEnv: the control-center room, where requests pass between the ops controller and the crew scheduler, and Logan in 3D, where crews walk to their gates and held flights leave" width="100%"></a>
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<sub>Two GPT-6.1 Sol desks run JetBlue's network through the Boston storm of Saturday 13 July 2024
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(<code>b6-20240713-0400</code>): 612 flights on 193 aircraft from 04:00, an FAA ground stop and a ground delay program
|
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band.
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How faithful the day is, layer by layer, with every check against the record and every miss, is in
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+
[FIDELITY.md](https://github.com/earakely-scale/agentenv-airops-plugin/blob/v0.4.1/FIDELITY.md#airopsenv-v2-fidelity-report).
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## v2: grading
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## v2: run it
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Once `agent-env airops-occ setup` has built v2's env and desk agent, play a v2 day from this dataset with
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+
`agent-env hf run earakely-scale/AirOpsEnv-AgentEnv@v0.4.1 --bundle airops-occ --task b6-20240713-0400-joint --model <model>`.
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The bundle `airops-occ` holds every date of `b6-v2` in both modes, `<task id>-joint` and `<task id>-one`, the very
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task files v2's board ran (each desk capped at $5 in a two-desk run, $8 for one agent), and `wiring-noplay`.
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## v1: watch a run
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+
[](https://earakely-scale-airopsenv-agentenv.static.hf.space/viewer/index.html?episode=https%3A%2F%2Fhuggingface.co%2Fdatasets%2Fearakely-scale%2FAirOpsEnv-AgentEnv%2Fresolve%2Fv0.4.1%2Fviewer%2Fepisodes%2Fsol-v1.openai-gpt-6.1-sol.b6-bos-20250216-1500.json)
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<sub>GPT-6.1 Sol runs JetBlue's Boston desk through the storm of Sunday 16 February 2025 (`b6-bos-20250216-1500`): 81
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flights to 38 airports, 12 hourly watches. The FAA Command Center's ground delay program, three ground stops and their
|
|
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## Licence and attribution
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|
| 565 |
The dataset carries several sets of terms, hence `license: other`; the plugin's
|
| 566 |
+
[NOTICE](https://github.com/earakely-scale/agentenv-airops-plugin/blob/v0.4.1/NOTICE) and each source's `SOURCE.md`
|
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set them out.
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- **U.S. Government works, public domain**: the BTS on-time, T-100 and Form 41 data, the DOT's Airline Origin and
|
results/eval-v2.json
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"runs": "https://huggingface.co/datasets/earakely-scale/AirOpsEnv-AgentEnv/viewer/v2_runs",
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"replay": "https://huggingface.co/spaces/earakely-scale/AirOpsEnv-AgentEnv",
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"code": "https://github.com/earakely-scale/agentenv-airops-plugin",
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-
"fidelity": "https://github.com/earakely-scale/agentenv-airops-plugin/blob/v0.4.
|
| 102 |
},
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| 103 |
"date": "2026-10-21"
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| 104 |
}
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| 98 |
"runs": "https://huggingface.co/datasets/earakely-scale/AirOpsEnv-AgentEnv/viewer/v2_runs",
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"replay": "https://huggingface.co/spaces/earakely-scale/AirOpsEnv-AgentEnv",
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"code": "https://github.com/earakely-scale/agentenv-airops-plugin",
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+
"fidelity": "https://github.com/earakely-scale/agentenv-airops-plugin/blob/v0.4.1/FIDELITY.md"
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},
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"date": "2026-10-21"
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}
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results/eval-v3.json
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@@ -97,7 +97,7 @@
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"runs": "https://huggingface.co/datasets/earakely-scale/AirOpsEnv-AgentEnv/viewer/v3_episodes",
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"replay": "https://huggingface.co/spaces/earakely-scale/AirOpsEnv-AgentEnv",
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"code": "https://github.com/earakely-scale/agentenv-airops-plugin",
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-
"fidelity": "https://github.com/earakely-scale/agentenv-airops-plugin/blob/v0.4.
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},
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"date": "2026-10-21"
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}
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"runs": "https://huggingface.co/datasets/earakely-scale/AirOpsEnv-AgentEnv/viewer/v3_episodes",
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"replay": "https://huggingface.co/spaces/earakely-scale/AirOpsEnv-AgentEnv",
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"code": "https://github.com/earakely-scale/agentenv-airops-plugin",
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"fidelity": "https://github.com/earakely-scale/agentenv-airops-plugin/blob/v0.4.1/FIDELITY.md"
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},
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"date": "2026-10-21"
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}
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