Paper Citation Record · LEDGER

Group Effect Enhanced Generative Adversarial Imitation Learning for Individual Travel Behavior Modeling under Incentives

As of 20 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2509.06656.

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

pith.paper-citation-record.v1
2509.06656 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T23:24:41.000250Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

39 of 39 outbound references displayed

verified exact0
verified fuzzy33
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b9d23f42-ba45-424e-aa14-9f1a0000b3a4 · outbound

This paper cites write newline.

Group Effect Enhanced Generative Adversarial Imitation Learning for Individual Travel Behavior Modeling under Incentives write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T23:24:40.839930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f77954f7-d945-4fb8-aacd-deb7dd6277ab · outbound

This paper cites , author Graham, D.J.

Group Effect Enhanced Generative Adversarial Imitation Learning for Individual Travel Behavior Modeling under Incentives , author Graham, D.J

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:24:41.474479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f1e58c6c-9547-4266-9fb3-073ae522d0d2 · outbound

This paper cites , author McFadden, D.

Group Effect Enhanced Generative Adversarial Imitation Learning for Individual Travel Behavior Modeling under Incentives , author McFadden, D

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:24:41.460877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e5fc5ebe-797f-46b3-8d12-1977e70b59b9 · outbound

This paper cites , author Lerman, S.R.

Group Effect Enhanced Generative Adversarial Imitation Learning for Individual Travel Behavior Modeling under Incentives , author Lerman, S.R

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:24:41.446162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 76fd064a-7b1a-4249-9d2d-ce0d7d4e4643 · outbound

This paper cites , author Wulfe, B.

Group Effect Enhanced Generative Adversarial Imitation Learning for Individual Travel Behavior Modeling under Incentives , author Wulfe, B

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:24:41.429712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6ee7e27d-8f6b-4641-be76-5fddf5433b25 · outbound

This paper cites , author Kim, J.

Group Effect Enhanced Generative Adversarial Imitation Learning for Individual Travel Behavior Modeling under Incentives , author Kim, J

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:24:41.417126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 10dc9a90-d509-47ed-923c-b190b9224cfe · outbound

This paper cites , author Santana, E.

Group Effect Enhanced Generative Adversarial Imitation Learning for Individual Travel Behavior Modeling under Incentives , author Santana, E

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:24:41.406504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5d8b90bf-5789-42fc-b028-275123339f1c · outbound

This paper cites , author He, Q.

Group Effect Enhanced Generative Adversarial Imitation Learning for Individual Travel Behavior Modeling under Incentives , author He, Q

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:24:41.395679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9c826e54-b92d-4c6c-a011-2f73c3f685f3 · outbound

This paper cites , author Li, Y.

Group Effect Enhanced Generative Adversarial Imitation Learning for Individual Travel Behavior Modeling under Incentives , author Li, Y

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:24:41.382807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 99cc9551-d408-48f7-84a0-ff9c70d47dba · outbound

This paper cites Learning Robust Rewards with Adversarial Inverse Reinforcement Learning.

Group Effect Enhanced Generative Adversarial Imitation Learning for Individual Travel Behavior Modeling under Incentives Learning Robust Rewards with Adversarial Inverse Reinforcement Learning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T23:24:40.877906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3d32383-a8c4-425e-976f-2525ada13922 · outbound

This paper cites , author Pouget-Abadie, J.

Group Effect Enhanced Generative Adversarial Imitation Learning for Individual Travel Behavior Modeling under Incentives , author Pouget-Abadie, J

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:24:41.363755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9278ad94-0a31-43b7-a8f9-63d7f802fee9 · outbound

This paper cites , author Koutsopoulos, H.N.

Group Effect Enhanced Generative Adversarial Imitation Learning for Individual Travel Behavior Modeling under Incentives , author Koutsopoulos, H.N

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:24:41.352397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fc92fa07-2e60-43c8-9615-038ced1f9771 · outbound

This paper cites , author Douglas, N.

Group Effect Enhanced Generative Adversarial Imitation Learning for Individual Travel Behavior Modeling under Incentives , author Douglas, N

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:24:41.340119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3604e05c-a753-456d-80cc-c78e61b016d3 · outbound

This paper cites , author Ermon, S.

Group Effect Enhanced Generative Adversarial Imitation Learning for Individual Travel Behavior Modeling under Incentives , author Ermon, S

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:24:41.330346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e6a29d09-0dc4-4abf-a0e2-93e4726995bb · outbound

This paper cites , author Kim, D.K.

Group Effect Enhanced Generative Adversarial Imitation Learning for Individual Travel Behavior Modeling under Incentives , author Kim, D.K

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:24:41.319498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5b3d4005-1466-4ff7-bb02-f6761cd5cf35 · outbound

This paper cites , author Morton, J.

Group Effect Enhanced Generative Adversarial Imitation Learning for Individual Travel Behavior Modeling under Incentives , author Morton, J

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:24:41.308858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c4e03b28-4694-4691-8972-383a4383189e · outbound

This paper cites , author Jiang, H.

Group Effect Enhanced Generative Adversarial Imitation Learning for Individual Travel Behavior Modeling under Incentives , author Jiang, H

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:24:41.299191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3974ca02-b4df-4781-b8dd-92437d60a0de · outbound

This paper cites , author Jiang, H.

Group Effect Enhanced Generative Adversarial Imitation Learning for Individual Travel Behavior Modeling under Incentives , author Jiang, H

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:24:41.288963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation df24750d-fbbf-4174-bf13-9f4e77bb539f · outbound

This paper cites , author Koutsopoulos, H.N.

Group Effect Enhanced Generative Adversarial Imitation Learning for Individual Travel Behavior Modeling under Incentives , author Koutsopoulos, H.N

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:24:41.279338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ad2f79c2-af42-478e-899d-bb309a292c95 · outbound

This paper cites Conditional Generative Adversarial Nets.

Group Effect Enhanced Generative Adversarial Imitation Learning for Individual Travel Behavior Modeling under Incentives Conditional Generative Adversarial Nets

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T23:24:40.921290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf88eaaa-2f6c-4abd-9505-fe9077d15f7e · outbound

This paper cites title Early bird discount.

Group Effect Enhanced Generative Adversarial Imitation Learning for Individual Travel Behavior Modeling under Incentives title Early bird discount

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:24:41.268648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6de68bac-4ddc-43d5-848e-c77974e3285a · outbound

This paper cites , author Russell, S.

Group Effect Enhanced Generative Adversarial Imitation Learning for Individual Travel Behavior Modeling under Incentives , author Russell, S

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:24:41.257469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 42520c58-5fdc-4294-9228-7d3751f88e48 · outbound

This paper cites , author Pajarinen, J.

Group Effect Enhanced Generative Adversarial Imitation Learning for Individual Travel Behavior Modeling under Incentives , author Pajarinen, J

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:24:41.248065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d0e602a4-e5a2-400b-95a7-0c2eab9dd723 · outbound

This paper cites , author Huang, W.

Group Effect Enhanced Generative Adversarial Imitation Learning for Individual Travel Behavior Modeling under Incentives , author Huang, W

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:24:41.237473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8c74158f-00ad-45b4-95a7-c7e1b2b93941 · outbound

This paper cites , author Zhang, P.

Group Effect Enhanced Generative Adversarial Imitation Learning for Individual Travel Behavior Modeling under Incentives , author Zhang, P

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:24:41.226844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4983acd5-b988-4744-a90b-e9d3d0d7c9a9 · outbound

This paper cites , author Hill, A.

Group Effect Enhanced Generative Adversarial Imitation Learning for Individual Travel Behavior Modeling under Incentives , author Hill, A

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:24:41.217129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 36217d65-c8a0-45bb-b4a4-604a2083c21c · outbound

This paper cites Proximal Policy Optimization Algorithms.

Group Effect Enhanced Generative Adversarial Imitation Learning for Individual Travel Behavior Modeling under Incentives Proximal Policy Optimization Algorithms

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T23:24:40.950923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7bbce8a-6617-45d5-9a6e-f26c17b4d4b8 · outbound

This paper cites , author Li, D.

Group Effect Enhanced Generative Adversarial Imitation Learning for Individual Travel Behavior Modeling under Incentives , author Li, D

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:24:41.206331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a7bb574a-923e-4402-bd94-fcd52e24d85e · outbound

This paper cites , author Chen, X.

Group Effect Enhanced Generative Adversarial Imitation Learning for Individual Travel Behavior Modeling under Incentives , author Chen, X

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:24:41.194454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3eadb8da-c30e-46b4-88f1-40731a399e66 · outbound

This paper cites , author Barto, A.G.

Group Effect Enhanced Generative Adversarial Imitation Learning for Individual Travel Behavior Modeling under Incentives , author Barto, A.G

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:24:41.182757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d46f664d-d437-447d-afcf-73f3d9a2890e · outbound

This paper cites Behavioral Cloning from Observation.

Group Effect Enhanced Generative Adversarial Imitation Learning for Individual Travel Behavior Modeling under Incentives Behavioral Cloning from Observation

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T23:24:40.966955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a42b2de-28eb-46f0-ad67-49695b60ebca · outbound

This paper cites , author Chen, X.

Group Effect Enhanced Generative Adversarial Imitation Learning for Individual Travel Behavior Modeling under Incentives , author Chen, X

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:24:41.169402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a8ad0f8e-96f1-49de-b088-e68bd5386aed · outbound

This paper cites Comparing hundreds of machine learning classifiers and discrete choice models in predicting travel behavior: an empirical benchmark.

Group Effect Enhanced Generative Adversarial Imitation Learning for Individual Travel Behavior Modeling under Incentives Comparing hundreds of machine learning classifiers and discrete choice models in predicting travel behavior: an empirical benchmark

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T23:24:40.975257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a086ed4b-9463-4a1c-b784-480868a13cec · outbound

This paper cites , author Markham, A.

Group Effect Enhanced Generative Adversarial Imitation Learning for Individual Travel Behavior Modeling under Incentives , author Markham, A

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:24:41.157303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7b9328b4-e931-4a19-9e3b-cdf503f4b345 · outbound

This paper cites , author Li, Y.

Group Effect Enhanced Generative Adversarial Imitation Learning for Individual Travel Behavior Modeling under Incentives , author Li, Y

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:24:41.144528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8a31034f-bc89-4cef-99cb-2d97036b6adc · outbound

This paper cites , author Li, Y.

Group Effect Enhanced Generative Adversarial Imitation Learning for Individual Travel Behavior Modeling under Incentives , author Li, Y

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:24:41.133651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1567e054-754c-49ff-8a68-e60074e3047a · outbound

This paper cites , author Koutsopoulos, H.N.

Group Effect Enhanced Generative Adversarial Imitation Learning for Individual Travel Behavior Modeling under Incentives , author Koutsopoulos, H.N

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:24:41.122670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8e52f8ef-27ba-416a-b271-9a39d9ca31ee · outbound

This paper cites , author Liang, Y.

Group Effect Enhanced Generative Adversarial Imitation Learning for Individual Travel Behavior Modeling under Incentives , author Liang, Y

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:24:41.110895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fa461147-fba7-4f8e-9bf7-c155156d8019 · outbound

This paper cites , author Maas, A.L.

Group Effect Enhanced Generative Adversarial Imitation Learning for Individual Travel Behavior Modeling under Incentives , author Maas, A.L

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:24:41.096866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

No inbound Pith citation observations are available.