Pith. sign in

Paper Citation Record · LEDGER

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems

As of 21 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2507.04520.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2507.04520 v1

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:51:48.208967Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

50 of 50 outbound references displayed

  • verified exact1
  • verified fuzzy47
  • unresolved2
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 455e293d-ff4f-4caa-88d7-f6e05ae90e02 · outbound

This paper cites How machine learning informs ride-hailing services: A survey,.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems How machine learning informs ride-hailing services: A survey,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:51:56.367727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:51:43.564991Z digest=sha256:e8d089ccb9a90496bb396ebada73d04ff85e32a49970c5a33f4a21933ba6081d

Observation b4574241-816b-4b15-ab19-7e8c9de5a44f · outbound

This paper cites Reinforcement learning for rideshar- ing: An extended survey,.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Reinforcement learning for rideshar- ing: An extended survey,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:51:56.100303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:51:43.641743Z digest=sha256:3dd7d8afed3c18f7082d26a91828e3d277991cd66d1ded70c5492dde15246474

Observation 59a5de48-0afb-4ebd-ad2f-64fcbefc6b8a · outbound

This paper cites Robo-taxi Fleet Coordination at Scale via Reinforcement Learning.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Robo-taxi Fleet Coordination at Scale via Reinforcement Learning

Reference 3

Resolution
verified exact
local_arxiv, observed 2026-08-06T19:51:48.460395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:51:43.814329Z digest=sha256:faf78292d2c1ef42d6cabe745d46e52246716ccbd6f233851072b42a250de054

Observation 65aad9fd-ff84-4ecc-8f37-d2a54abd4be9 · outbound

This paper cites Mobility-on-demand pricing versus private vehicle tco: how cost structures hinder the dethroning of the car,.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Mobility-on-demand pricing versus private vehicle tco: how cost structures hinder the dethroning of the car,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:51:55.913924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:51:44.023996Z digest=sha256:418e8cb8adabda663a0ea6a63d8bb03b7bc25c629db8737e01249696c94c1c47

Observation 3fa942a2-cd90-468a-84e7-3756ec6deec2 · outbound

This paper cites Analysis and control of autonomous mobility-on-demand systems,.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Analysis and control of autonomous mobility-on-demand systems,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:51:55.741528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:51:44.136477Z digest=sha256:009ac7d4995f60ed41a40e6ea272c1c74900965ccd8bfb5e4b38529a52fe4023

Observation c5fe46b0-011a-42fa-b5bc-213c63777684 · outbound

This paper cites Deep multi-view spatial-temporal network for taxi demand prediction,.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Deep multi-view spatial-temporal network for taxi demand prediction,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:51:55.622166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:51:44.237914Z digest=sha256:b6121b4f34b20cf24c08a26b79a989275b74ac73f283aca972198352ceb5fff6

Observation 36a8c886-3229-4bca-a2dc-34a05b3a1886 · outbound

This paper cites Traffic demand prediction based on dynamic transition convolutional neural network,.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Traffic demand prediction based on dynamic transition convolutional neural network,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:51:55.453515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:51:44.383529Z digest=sha256:c2c1c476540c3eb7eb55fb90208c858a7ae6af5bc87cbaae1e24012c646435c6

Observation 5ca0844b-d43d-492e-88ab-3cca39ed9e8e · outbound

This paper cites A dynamical spatial-temporal graph neural network for traffic demand prediction,.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems A dynamical spatial-temporal graph neural network for traffic demand prediction,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:51:55.250405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:51:44.461283Z digest=sha256:d13a919ef675553a74fa8c900aa8c1c4b83464d6a0897be54ee3d847dd53506f

Observation e7f635aa-c33d-4af2-ad64-95d6a6843c4c · outbound

This paper cites Approximate dynamic programming for planning a ride-hailing system using autonomous fleets of electric vehicles,.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Approximate dynamic programming for planning a ride-hailing system using autonomous fleets of electric vehicles,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:51:55.074186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:51:44.547828Z digest=sha256:9b45704823e70a536689a11e13375aee61a8069cd5bba16b9441325617b0f63c

Observation 4de3e226-5854-4b8b-8a29-bf5ce3cbbc1d · outbound

This paper cites Dynamic modeling and control of taxi services in large-scale urban networks: A macroscopic approach,.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Dynamic modeling and control of taxi services in large-scale urban networks: A macroscopic approach,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:51:54.967597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:51:44.621248Z digest=sha256:8990f3142150980ba20cbf08f698fc30f6893f3dd42b5e81f27cd3478d87d6df

Observation 15baf092-d86e-480f-b236-774b63c6dbdc · outbound

This paper cites Data-driven distributionally robust electric vehicle balancing for mobility-on-demand systems under demand and supply uncertainties,.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Data-driven distributionally robust electric vehicle balancing for mobility-on-demand systems under demand and supply uncertainties,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:51:54.860483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:51:44.715681Z digest=sha256:11a15fe2f299b5edbd3979a17f72b44fb2b1b711f492414e84ca1e34de64f11f

Observation 94ad4edb-9c14-40b7-b3b3-cb10d8689fd1 · outbound

This paper cites Robust matching-integrated vehicle rebalancing in ride-hailing system with uncertain demand,.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Robust matching-integrated vehicle rebalancing in ride-hailing system with uncertain demand,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:51:54.710035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:51:44.876516Z digest=sha256:54b437c3b6e9cdfd4445092090d1fbf46a136b15d4114da293dccec933aa4b41

Observation 21e8b69e-7a13-4b3c-b5ea-51be70e33ea2 · outbound

This paper cites Ben-Tal, L.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Ben-Tal, L

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:51:54.489837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:51:44.988201Z digest=sha256:4ca857835307df1a89be0b6e6006fb758a7086308fd902befd977e43756a06ed

Observation 31b7c6ae-cee4-4014-bb7e-34985e513ff3 · outbound

This paper cites Frameworks and results in distribution- ally robust optimization,.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Frameworks and results in distribution- ally robust optimization,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:51:54.313706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:51:45.120342Z digest=sha256:c62515ab8fec0d2e7c997a90e364d1f5badde531e5f7fffe7b3dce36f7d37a4e

Observation 0fa58ac5-f924-4045-9c20-04b28d1017e1 · outbound

This paper cites Gradient-based learning applied to document recognition,.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Gradient-based learning applied to document recognition,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:51:54.112924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:51:45.205355Z digest=sha256:f7a96072d70c2d82988e78d7571078fa22670293f68feaf09927a1e6426a92c5

Observation 95d3333e-d289-485a-ac38-0fed44816dba · outbound

This paper cites Long short-term memory,.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Long short-term memory,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:51:53.934605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:51:45.295638Z digest=sha256:69b7362d2b6d398154d6a20a5197866968876347f71652c5955cb978cf496e0a

Observation 8bcbea74-1b0d-4350-888a-4be35b357f8a · outbound

This paper cites Semi-Supervised Classification with Graph Convolutional Networks.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Semi-Supervised Classification with Graph Convolutional Networks

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T19:51:45.377940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:51:45.377940Z digest=sha256:2783de7189458f3e2bf62adaf7ce55f21868e0c357f13afded6e71364e388dba

Observation e2917fd5-7078-4c53-99af-6aa9dbf0b86f · outbound

This paper cites Spatio-temporal graph convolutional net- works: A deep learning framework for traffic forecasting,.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Spatio-temporal graph convolutional net- works: A deep learning framework for traffic forecasting,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:51:53.708414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:51:45.523686Z digest=sha256:4437480ab0e864d0ae974e429652107d33d9d49370cc1e0b1040fcde7911cf4a

Observation bef91ebc-b01e-46dc-8184-6f14d4b6cadb · outbound

This paper cites Gman: A graph multi-attention network for traffic prediction,.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Gman: A graph multi-attention network for traffic prediction,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:51:53.523653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:51:45.630950Z digest=sha256:df8730c534420ae733ab3c98121f4b1b140fef74bf3a902c2f2b1ba7a9c2d2b8

Observation 8b4da1c3-9309-447d-a4f2-410268540117 · outbound

This paper cites A review of demand forecasting models and methodological develop- ments within tourism and passenger transportation industry,.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems A review of demand forecasting models and methodological develop- ments within tourism and passenger transportation industry,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:51:53.331474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:51:45.719534Z digest=sha256:d88e7c1fd82b3e4e75982146c0b6f1c506354795f070351ab123c084483eb98d

Observation fe720f9a-5c20-4d6f-8c70-0450c3898f0e · outbound

This paper cites Spatiotemporal traffic forecasting: review and proposed directions,.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Spatiotemporal traffic forecasting: review and proposed directions,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:51:53.135115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:51:45.794077Z digest=sha256:b3c9c432d05a4f475fd810693e7b1417211cfbe2fe33ffe486bb129ddde86013

Observation ce3c999b-c624-4465-a5a5-702c0937a0a3 · outbound

This paper cites The propagation of uncertainty through travel demand models: an exploratory analysis,.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems The propagation of uncertainty through travel demand models: an exploratory analysis,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:51:52.967132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:51:45.920863Z digest=sha256:fcd1dab904effe7605417c5db07c284fe81eb58ca0e4edf7ce1ee97c4d622e28

Observation 37e745c1-5cfb-4881-b6d2-0183c3fe1d8e · outbound

This paper cites Uncertainty quantification of sparse travel demand prediction with spatial-temporal graph neural networks,.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Uncertainty quantification of sparse travel demand prediction with spatial-temporal graph neural networks,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:51:52.789287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:51:45.976593Z digest=sha256:e5e78a95719a087950fd808161e57eff533b1b3090555384f6f43d7ddb96f86e

Observation 22973f2d-0f46-474c-a385-786166955c14 · outbound

This paper cites Uncer- tainty quantification of spatiotemporal travel demand with probabilistic graph neural networks,.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Uncer- tainty quantification of spatiotemporal travel demand with probabilistic graph neural networks,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:51:52.601763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:51:46.077243Z digest=sha256:c4b2cf85231700093db71fc10adcb2c0e161b47a898f600d72813f2d406350f2

Observation 736329a2-bf08-43a8-ac1e-2c97dd43036c · outbound

This paper cites Beyond expectation: Deep joint mean and quantile regression for spatiotemporal problems,.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Beyond expectation: Deep joint mean and quantile regression for spatiotemporal problems,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:51:52.430347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:51:46.171762Z digest=sha256:fe78d0e73298fc6b5b8cb2a1ce9d91200b2a94f2923e33ed1528b91f9d7a2129

Observation b7587d23-cc8e-4e67-918a-d74d9e61f1c4 · outbound

This paper cites Temporal latent auto-encoder: A method for probabilistic multivariate time series forecasting,.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Temporal latent auto-encoder: A method for probabilistic multivariate time series forecasting,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:51:52.231326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:51:46.283426Z digest=sha256:6fb7b95dbc6f9a8a8dacf4a936ba02ba4f3c9c111154c1cf138e4e97e772c486

Observation c631c0ea-683e-479f-9df9-0f38406178ab · outbound

This paper cites an unresolved cited work.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-06T19:51:46.363398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:51:46.363398Z digest=sha256:30ce81242a75f9115a00555cac0d4c84204fde6e8de626bd2c7569c76912b48b

Observation 758a9d22-d94a-4edb-8267-718bf82be55e · outbound

This paper cites Facility location: A robust op- timization approach,.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Facility location: A robust op- timization approach,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:51:52.067091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:51:46.448861Z digest=sha256:c12edecbac3b0b003910f2a1d3fd820ff232e099754b585803f02227235f46ff

Observation 4090806d-99a7-4808-8dcf-9484566dafb4 · outbound

This paper cites Robust strategies for facility location under uncertainty,.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Robust strategies for facility location under uncertainty,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:51:51.932935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:51:46.553248Z digest=sha256:4b5a24cbc73421cdbba350d78398f6cbf38d62e5278a57d523dedb0150acd30c

Observation 3f8a505f-e800-4461-9dd7-86e81cb73e29 · outbound

This paper cites Computing robust basestock levels,.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Computing robust basestock levels,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:51:51.779265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:51:46.634631Z digest=sha256:c9d9a1d104425d11d1378a2aacf28ab87cc31c370f77e292dd22a74f4464b493

Observation 28abe311-30ef-4403-bb96-f28532904307 · outbound

This paper cites Robust approximation to multiperiod inventory management,.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Robust approximation to multiperiod inventory management,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:51:51.630546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:51:46.674224Z digest=sha256:4f534ac324a9da1361bcef4639687b4b418632daa096e429bd0679ce61f07491

Observation 4544efcc-9b78-485e-b74f-6591f3f1ac58 · outbound

This paper cites Distributionally robust optimization under mo- ment uncertainty with application to data-driven problems,.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Distributionally robust optimization under mo- ment uncertainty with application to data-driven problems,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:51:51.468307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:51:46.758963Z digest=sha256:f5c96babb7bddb0b58a980e878354d12206037eb0c09f71be1b1601418830745

Observation b11cdbf0-c058-4261-a705-7376d9ed5146 · outbound

This paper cites Adaptive distributionally robust optimization,.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Adaptive distributionally robust optimization,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:51:51.309358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:51:46.852328Z digest=sha256:eae7a84b7a8478e00b788d0ce450b327fef351d287b52ee1a72d3be336cfb4cb

Observation 87ccbbbc-7b91-4627-a30a-317328891d4c · outbound

This paper cites Ridesourcing systems: A framework and review,.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Ridesourcing systems: A framework and review,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:51:51.146225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:51:46.940119Z digest=sha256:94d65e8af4af15f52d6ed0b933eddf36ec90601b1cf96c842c4c20ba6d466751

Observation ac95ff4d-5c4b-4f35-8376-db8219647b21 · outbound

This paper cites Shared-vehicle mobility-on-demand systems: a fleet operator’s guide to rebalancing empty vehicles,.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Shared-vehicle mobility-on-demand systems: a fleet operator’s guide to rebalancing empty vehicles,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:51:50.964335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:51:47.026444Z digest=sha256:460af27cc385136a2fcba0692ff9c587f56931758145b32c018c504b2686beca

Observation f61d5986-e23d-4479-9d33-d4f8ee19826f · outbound

This paper cites Vehicle rebalancing for mobility-on-demand systems with ride-sharing,.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Vehicle rebalancing for mobility-on-demand systems with ride-sharing,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:51:50.798573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:51:47.093975Z digest=sha256:0b9b7d4def69254b7ef3a5d262e60d3f57a2b38bd9788c74c6cdf2ceb077b89a

Observation 40660957-0d24-4260-b844-994f8202509c · outbound

This paper cites Robotic load balancing for mobility-on-demand systems,.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Robotic load balancing for mobility-on-demand systems,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:51:50.650565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:51:47.186995Z digest=sha256:e07d7c04b4f0657e4e382e4702aff400b92c9ed15470266a977632bf29ad0908

Observation fb8edd41-550e-4f77-9e56-27b64bd36c9c · outbound

This paper cites Control of robotic mobility-on-demand systems: a queueing-theoretical perspective,.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Control of robotic mobility-on-demand systems: a queueing-theoretical perspective,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:51:50.506284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:51:47.276129Z digest=sha256:77d377eeb5ac4630af19f93d224b651e11e28e4b82c42c6f55a911c6ba13ed21

Observation d8c9b526-6083-4237-8628-879d6903d092 · outbound

This paper cites Data-driven distributionally robust vehicle balancing using dynamic region partitions,.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Data-driven distributionally robust vehicle balancing using dynamic region partitions,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:51:50.356589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:51:47.375204Z digest=sha256:1384358f6f204ce500341d1f7bd783f2267968109f29e4145858bf323771e8f9

Observation a2994633-f9e3-4a30-8469-f0c0293fe5f4 · outbound

This paper cites Rebalancing shared mobility-on- demand systems: A reinforcement learning approach,.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Rebalancing shared mobility-on- demand systems: A reinforcement learning approach,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:51:50.185471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:51:47.468354Z digest=sha256:b64d8d88bb47527f2efed60c1b8cb8dbb3811ba96e314879c958afc9c52cf986

Observation a7a6641f-3b3b-41db-b011-1d71e950b673 · outbound

This paper cites Data-driven vehicle rebalancing with predictive prescriptions in the ride-hailing system,.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Data-driven vehicle rebalancing with predictive prescriptions in the ride-hailing system,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:51:50.009206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:51:47.569737Z digest=sha256:705bfaac9b336e58554b27ebd4c6c24145da1891ec518b951e7511db6393c899

Observation 4932e147-a8f5-4c51-86f6-0a9f9c08d3de · outbound

This paper cites Risk-aware operation modeling for ride-hailing fleet in order grabbing mode: A distributional reinforce- ment learning approach,.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Risk-aware operation modeling for ride-hailing fleet in order grabbing mode: A distributional reinforce- ment learning approach,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:51:49.854149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:51:47.651171Z digest=sha256:b82194ddd589bf5ca786ef26fd7099fbc82d4d60007e376daf45f49205761cc3

Observation fc67b9cc-7d04-45c7-85e4-7b36b17ef898 · outbound

This paper cites Data-driven robust taxi dispatch under demand uncertainties,.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Data-driven robust taxi dispatch under demand uncertainties,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:51:49.719648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:51:47.742269Z digest=sha256:43a74c7f8fda5fb96340c81ebabd63e753ed10ae4e880a4ee19a1cab80f684ba

Observation 82a47886-9155-409d-a3a6-3a7f3e7acc50 · outbound

This paper cites Data-driven distributionally robust vehicle balancing using dynamic region partitions,.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Data-driven distributionally robust vehicle balancing using dynamic region partitions,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:51:49.531280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:51:47.807448Z digest=sha256:0f8e4d02135050b57939d62d27d1b158337ee7e16eb39680cc4601a18f94313e

Observation b5e00575-0e89-4fb2-82a0-3dce851295b6 · outbound

This paper cites Time series forecasting using a hybrid arima and neural network model,.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Time series forecasting using a hybrid arima and neural network model,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:51:49.385698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:51:47.869718Z digest=sha256:8f462b52bfa6bb1cedd6771748c610e669b81a7273c78d62f5176ddc1b93f43f

Observation 09ab7b4f-5225-4b6e-bb2a-777ea1a6b32d · outbound

This paper cites Data-driven robust optimization for contextual vehicle rebalancing in on-demand ride services under demand uncertainty,.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Data-driven robust optimization for contextual vehicle rebalancing in on-demand ride services under demand uncertainty,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:51:49.221452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:51:47.946439Z digest=sha256:f2924cd2bf3326396c6f17aab68060bb0c730f0e61e927271cfcec9e455e4e74

Observation 361a419a-97da-4522-a844-150011d4a3c4 · outbound

This paper cites Graph neural network for traffic forecasting: A survey,.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Graph neural network for traffic forecasting: A survey,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:51:49.042082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:51:48.026177Z digest=sha256:62e03458d2f30263da84e4d8cec4bd4ac24a61c25d95a3851a737102743f1d4e

Observation f9e485c1-c6ad-4b94-bd9d-66dc2c343e80 · outbound

This paper cites Lower upper bound estimation method for construction of neural network-based prediction intervals,.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Lower upper bound estimation method for construction of neural network-based prediction intervals,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:51:48.883960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:51:48.086174Z digest=sha256:0335576443b5571b0840464c7e59b5f1819734fa4962340ee786e2af4bdaff79

Observation a0cce518-b666-407b-8aca-16a6f5fae229 · outbound

This paper cites Distributionally robust convex optimization,.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Distributionally robust convex optimization,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:51:48.786542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:51:48.149137Z digest=sha256:0c4203e327c0a0535d2397627cb2c7eae663f7bcc02b697e0a21811723791f3c

Observation d90d1acd-ac0d-4070-8964-89f265a5eae0 · outbound

This paper cites Robust stochastic optimization made easy with rsome,.

Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Robust stochastic optimization made easy with rsome,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:51:48.606906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T19:51:48.208967Z digest=sha256:2858d38cd40fd8b92e84be75f785fc253e0c3eaf7b7bfe7a1e135d7c6cbf964d

Pith citing papers

No inbound Pith citation observations are available.