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Publish AirOpsEnv v0.4.1: v3's passengers in the replays

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  1. README.md +28 -23
  2. results/eval-v2.json +1 -1
  3. results/eval-v3.json +1 -1
  4. viewer/thumbs/occ3-board-sol-joint.openai-gpt-6.1-sol.b6-20221207-0400.jpg +2 -2
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README.md CHANGED
@@ -1,7 +1,7 @@
1
  ---
2
  license: other
3
  license_name: us-public-domain-iem-mit-odbl-apache-2.0
4
- license_link: https://github.com/earakely-scale/agentenv-airops-plugin/blob/v0.4.0/NOTICE
5
  pretty_name: 'AirOpsEnv v3: passengers and the customer desk'
6
  language:
7
  - en
@@ -29,15 +29,15 @@ agentenv:
29
  bundles:
30
  airops:
31
  plugins:
32
- - agentenv-airops @ git+https://github.com/earakely-scale/agentenv-airops-plugin@v0.4.0
33
  setup: agent-env airops setup --agent
34
  airops-occ3:
35
  plugins:
36
- - agentenv-airops @ git+https://github.com/earakely-scale/agentenv-airops-plugin@v0.4.0
37
  setup: agent-env airops-occ3 setup
38
  airops-occ:
39
  plugins:
40
- - agentenv-airops @ git+https://github.com/earakely-scale/agentenv-airops-plugin@v0.4.0
41
  setup: agent-env airops-occ setup
42
  configs:
43
  - config_name: v3_tasks
@@ -129,7 +129,7 @@ configs:
129
 
130
  <div align="center">
131
 
132
- <a href="https://huggingface.co/spaces/earakely-scale/AirOpsEnv-AgentEnv?episode=https://huggingface.co/datasets/earakely-scale/AirOpsEnv-AgentEnv/resolve/v0.4.0/viewer/episodes/occ3-board-sol-joint.openai-gpt-6.1-sol.b6-20250708-0400.json&t=498&view=room&play=1&speed=2"><img src="https://raw.githubusercontent.com/earakely-scale/agentenv-airops-plugin/v0.4.0/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 passengers who missed their connection reach the service counter and the stranded leave on the hotel shuttle, and in the room ops declines the customer desk's request not to cancel B6 675" width="100%"></a>
133
 
134
  <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
@@ -137,9 +137,10 @@ stop in the afternoon and ground delay programs at JFK and Boston into the night
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 passengers who missed their connection reach the service counter, the stranded
141
- leave on the hotel shuttle, and ops declines the customer desk's request not to cancel B6 675. Click to replay the day
142
- in 3D: the control-center room and the airport.</sub>
 
143
 
144
  <h1>AirOpsEnv v3: passengers and the customer desk</h1>
145
 
@@ -194,7 +195,7 @@ decision, the earliest arrival first, for up to five days, then a refund; a flig
194
  other seat is left, per DOT's refund rule.
195
 
196
  How faithful the passengers are, with every check and every miss (a connecting-share check that ran low among them),
197
- is in [FIDELITY.md](https://github.com/earakely-scale/agentenv-airops-plugin/blob/v0.4.0/FIDELITY.md).
198
 
199
  ## Grading
200
 
@@ -250,12 +251,16 @@ at their deadline at late notice. The customer desk ships anyway, labelled.
250
 
251
  ## Watch a run
252
 
253
- Every three-desk run replays in the [replay Space](https://huggingface.co/spaces/earakely-scale/AirOpsEnv-AgentEnv),
254
- watch by watch, as v2's do, with the passengers added: the customer desk at its pod in the room, its requests
255
- travelling to ops and back; the gate lounges behind the terminal's glass filling and boarding, connecting passengers
256
- walking gate to gate, the line at the service counter and the hotel shuttle at the curb; a passengers pane with the
257
- missed connections, rebookings and nights away; and where passengers are stranded on the US map. The lounges, the
258
- counter, the passengers' walks and the shuttle are inferred, for display only.
 
 
 
 
259
 
260
  ## Tables
261
 
@@ -304,10 +309,10 @@ the wiring with a day no model plays, then play a day straight from this dataset
304
 
305
  ```bash
306
  uv tool install agentenv-framework \
307
- --with "agentenv-airops @ git+https://github.com/earakely-scale/agentenv-airops-plugin@v0.4.0"
308
  agent-env airops-occ3 setup
309
- agent-env hf run earakely-scale/AirOpsEnv-AgentEnv@v0.4.0 --bundle airops-occ3 --task wiring-noplay
310
- agent-env hf run earakely-scale/AirOpsEnv-AgentEnv@v0.4.0 --bundle airops-occ3 --task b6-20240713-0400-joint \
311
  --model openai/gpt-6.1-sol
312
  ```
313
 
@@ -326,7 +331,7 @@ passenger costs a flat 523 passenger-minutes.
326
 
327
  <div align="center">
328
 
329
- <a href="https://huggingface.co/spaces/earakely-scale/AirOpsEnv-AgentEnv?episode=https://huggingface.co/datasets/earakely-scale/AirOpsEnv-AgentEnv/resolve/v0.4.0/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/v0.4.0/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>
330
 
331
  <sub>Two GPT-6.1 Sol desks run JetBlue's network through the Boston storm of Saturday 13 July 2024
332
  (<code>b6-20240713-0400</code>): 612 flights on 193 aircraft from 04:00, an FAA ground stop and a ground delay program
@@ -377,7 +382,7 @@ trips are generated from the published schedule by a cost-optimizing builder, an
377
  band.
378
 
379
  How faithful the day is, layer by layer, with every check against the record and every miss, is in
380
- [FIDELITY.md](https://github.com/earakely-scale/agentenv-airops-plugin/blob/v0.4.0/FIDELITY.md#airopsenv-v2-fidelity-report).
381
 
382
  ## v2: grading
383
 
@@ -436,7 +441,7 @@ display only.
436
  ## v2: run it
437
 
438
  Once `agent-env airops-occ setup` has built v2's env and desk agent, play a v2 day from this dataset with
439
- `agent-env hf run earakely-scale/AirOpsEnv-AgentEnv@v0.4.0 --bundle airops-occ --task b6-20240713-0400-joint --model <model>`.
440
  The bundle `airops-occ` holds every date of `b6-v2` in both modes, `<task id>-joint` and `<task id>-one`, the very
441
  task files v2's board ran (each desk capped at $5 in a two-desk run, $8 for one agent), and `wiring-noplay`.
442
 
@@ -514,7 +519,7 @@ hindsight optimum and never below 0.2, since the env never strands a flight. The
514
 
515
  ## v1: watch a run
516
 
517
- [![GPT-6.1 Sol's run of JetBlue's Boston operations desk through the storm of 16 February 2025, replayed in 3D at Logan](https://raw.githubusercontent.com/earakely-scale/agentenv-airops-plugin/v0.4.0/assets/airops-hero.webp)](https://earakely-scale-airopsenv-agentenv.static.hf.space/viewer/index.html?episode=https%3A%2F%2Fhuggingface.co%2Fdatasets%2Fearakely-scale%2FAirOpsEnv-AgentEnv%2Fresolve%2Fv0.4.0%2Fviewer%2Fepisodes%2Fsol-v1.openai-gpt-6.1-sol.b6-bos-20250216-1500.json)
518
 
519
  <sub>GPT-6.1 Sol runs JetBlue's Boston desk through the storm of Sunday 16 February 2025 (`b6-bos-20250216-1500`): 81
520
  flights to 38 airports, 12 hourly watches. The FAA Command Center's ground delay program, three ground stops and their
@@ -558,7 +563,7 @@ v2 lifts several of these (the whole network, FAA slots rather than caps, crews)
558
  ## Licence and attribution
559
 
560
  The dataset carries several sets of terms, hence `license: other`; the plugin's
561
- [NOTICE](https://github.com/earakely-scale/agentenv-airops-plugin/blob/v0.4.0/NOTICE) and each source's `SOURCE.md`
562
  set them out.
563
 
564
  - **U.S. Government works, public domain**: the BTS on-time, T-100 and Form 41 data, the DOT's Airline Origin and
 
1
  ---
2
  license: other
3
  license_name: us-public-domain-iem-mit-odbl-apache-2.0
4
+ license_link: https://github.com/earakely-scale/agentenv-airops-plugin/blob/v0.4.1/NOTICE
5
  pretty_name: 'AirOpsEnv v3: passengers and the customer desk'
6
  language:
7
  - en
 
29
  bundles:
30
  airops:
31
  plugins:
32
+ - agentenv-airops @ git+https://github.com/earakely-scale/agentenv-airops-plugin@v0.4.1
33
  setup: agent-env airops setup --agent
34
  airops-occ3:
35
  plugins:
36
+ - agentenv-airops @ git+https://github.com/earakely-scale/agentenv-airops-plugin@v0.4.1
37
  setup: agent-env airops-occ3 setup
38
  airops-occ:
39
  plugins:
40
+ - agentenv-airops @ git+https://github.com/earakely-scale/agentenv-airops-plugin@v0.4.1
41
  setup: agent-env airops-occ setup
42
  configs:
43
  - config_name: v3_tasks
 
129
 
130
  <div align="center">
131
 
132
+ <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>
133
 
134
  <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
141
+ after B6 675 to Hartford is cancelled, ops declines the customer desk's request not to cancel it, and 17 connecting
142
+ passengers reach the gate of B6 308 to Portland, held for them. Click to replay the day in 3D, from inside the
143
+ terminal at a gate held for its connecting passengers.</sub>
144
 
145
  <h1>AirOpsEnv v3: passengers and the customer desk</h1>
146
 
 
195
  other seat is left, per DOT's refund rule.
196
 
197
  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).
199
 
200
  ## Grading
201
 
 
251
 
252
  ## Watch a run
253
 
254
+ Every run on the v3 board replays in the [replay Space](https://huggingface.co/spaces/earakely-scale/AirOpsEnv-AgentEnv),
255
+ watch by watch, as v2's do, and opens inside the terminal: in JetBlue's gate hall at its busiest gate, the gate's
256
+ screen with its flight on time, delayed, boarding, held for its connecting passengers or cancelled, the crowd at the
257
+ glass and the aircraft at the bridge; ‹ › steps from gate to gate and to the line at the service counter. On a
258
+ three-desk day the control-center room holds all three desks: the customer desk's requests travel to ops and back and
259
+ pile at the desk they wait on, the customer desk's own screens show the connections at risk, the rebooked and the
260
+ stranded, and the video wall adds a PASSENGERS panel. Connecting passengers walk gate to gate, the stranded leave on the
261
+ hotel shuttle, and the US map draws where the passengers off a cancelled flight or a missed connection are rebooked to
262
+ and how many are stranded overnight at each airport. The gate halls, the lounges, the counter, the passengers' walks
263
+ and the shuttle are inferred, for display only.
264
 
265
  ## Tables
266
 
 
309
 
310
  ```bash
311
  uv tool install agentenv-framework \
312
+ --with "agentenv-airops @ git+https://github.com/earakely-scale/agentenv-airops-plugin@v0.4.1"
313
  agent-env airops-occ3 setup
314
+ agent-env hf run earakely-scale/AirOpsEnv-AgentEnv@v0.4.1 --bundle airops-occ3 --task wiring-noplay
315
+ agent-env hf run earakely-scale/AirOpsEnv-AgentEnv@v0.4.1 --bundle airops-occ3 --task b6-20240713-0400-joint \
316
  --model openai/gpt-6.1-sol
317
  ```
318
 
 
331
 
332
  <div align="center">
333
 
334
+ <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>
335
 
336
  <sub>Two GPT-6.1 Sol desks run JetBlue's network through the Boston storm of Saturday 13 July 2024
337
  (<code>b6-20240713-0400</code>): 612 flights on 193 aircraft from 04:00, an FAA ground stop and a ground delay program
 
382
  band.
383
 
384
  How faithful the day is, layer by layer, with every check against the record and every miss, is in
385
+ [FIDELITY.md](https://github.com/earakely-scale/agentenv-airops-plugin/blob/v0.4.1/FIDELITY.md#airopsenv-v2-fidelity-report).
386
 
387
  ## v2: grading
388
 
 
441
  ## v2: run it
442
 
443
  Once `agent-env airops-occ setup` has built v2's env and desk agent, play a v2 day from this dataset with
444
+ `agent-env hf run earakely-scale/AirOpsEnv-AgentEnv@v0.4.1 --bundle airops-occ --task b6-20240713-0400-joint --model <model>`.
445
  The bundle `airops-occ` holds every date of `b6-v2` in both modes, `<task id>-joint` and `<task id>-one`, the very
446
  task files v2's board ran (each desk capped at $5 in a two-desk run, $8 for one agent), and `wiring-noplay`.
447
 
 
519
 
520
  ## v1: watch a run
521
 
522
+ [![GPT-6.1 Sol's run of JetBlue's Boston operations desk through the storm of 16 February 2025, replayed in 3D at Logan](https://raw.githubusercontent.com/earakely-scale/agentenv-airops-plugin/v0.4.1/assets/airops-hero.webp)](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)
523
 
524
  <sub>GPT-6.1 Sol runs JetBlue's Boston desk through the storm of Sunday 16 February 2025 (`b6-bos-20250216-1500`): 81
525
  flights to 38 airports, 12 hourly watches. The FAA Command Center's ground delay program, three ground stops and their
 
563
  ## Licence and attribution
564
 
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`
567
  set them out.
568
 
569
  - **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 CHANGED
@@ -98,7 +98,7 @@
98
  "runs": "https://huggingface.co/datasets/earakely-scale/AirOpsEnv-AgentEnv/viewer/v2_runs",
99
  "replay": "https://huggingface.co/spaces/earakely-scale/AirOpsEnv-AgentEnv",
100
  "code": "https://github.com/earakely-scale/agentenv-airops-plugin",
101
- "fidelity": "https://github.com/earakely-scale/agentenv-airops-plugin/blob/v0.4.0/FIDELITY.md"
102
  },
103
  "date": "2026-10-21"
104
  }
 
98
  "runs": "https://huggingface.co/datasets/earakely-scale/AirOpsEnv-AgentEnv/viewer/v2_runs",
99
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101
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103
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104
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  "date": "2026-10-21"
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  }
 
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  "replay": "https://huggingface.co/spaces/earakely-scale/AirOpsEnv-AgentEnv",
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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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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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