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Paper Citation Record · LEDGER

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance

As of 13 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 0 inbound Pith citation observations for arXiv:2506.20883.

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

pith.paper-citation-record.v1
2506.20883 v2

Coverage vector

measured 58 of 58 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:45:59.396305Z

measured 58 of 58 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

58 of 58 outbound references displayed

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  • verified fuzzy20
  • unresolved9
  • parse uncertain0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a652fb38-a127-45c9-941f-b09c458bf2d1 · outbound

This paper cites Recommending model refactoring rules from refactoring examples,.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Recommending model refactoring rules from refactoring examples,

Reference 2

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Observation 8232069b-f2fc-44d7-b4f2-0286f60b097e · outbound

This paper cites Multi-objective optimization in rule-based design space exploration,.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Multi-objective optimization in rule-based design space exploration,

Reference 3

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Observation 1e5422af-e9c6-4a2f-a140-e52cc677dcfa · outbound

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Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Unresolved cited work

Reference 4

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Source-reported events for the cited work

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Observation a91816fc-d903-447a-b3ed-fc5c6d127373 · outbound

This paper cites Personalized and automatic model repairing using reinforcement learning,.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Personalized and automatic model repairing using reinforcement learning,

Reference 5

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 3edf061a-d8d1-4cc1-bc02-39adfd4f8478 · outbound

This paper cites Towards reinforcement learning for in-place model transformations,.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Towards reinforcement learning for in-place model transformations,

Reference 6

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 83d71a13-c14a-417b-9897-365e1406545c · outbound

This paper cites Facil- itating the migration to the microservice architecture via model-driven reverse engineering and reinforcement learning,.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Facil- itating the migration to the microservice architecture via model-driven reverse engineering and reinforcement learning,

Reference 7

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Source-reported events for the cited work

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Observation 21f78ccc-7e14-4e80-8f13-63b831da3d33 · outbound

This paper cites Reinforcement learning with human advice: A survey,.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Reinforcement learning with human advice: A survey,

Reference 8

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation cdc64697-ae1b-485e-9d0b-9bd7454a9910 · outbound

This paper cites Parmorel: A framework for customizable model repair,.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Parmorel: A framework for customizable model repair,

Reference 9

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 396ed963-cedb-40f1-80e1-88628313eee2 · outbound

This paper cites A model-driven framework for guided design space exploration,.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance A model-driven framework for guided design space exploration,

Reference 10

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 354eabe6-3f79-4656-9ae9-3601054c56e9 · outbound

This paper cites Towards model repair by human opinion–guided rein- forcement learning,.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Towards model repair by human opinion–guided rein- forcement learning,

Reference 11

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Source-reported events for the cited work

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Observation 4346b514-9928-48f1-86a3-6618c0c1ecee · outbound

This paper cites Markov decision processes,.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Markov decision processes,

Reference 12

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 9d260787-c81f-48bc-b27f-399e41e9ad9a · outbound

This paper cites Exploring fault parameter space using reinforcement learning- based fault injection,.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Exploring fault parameter space using reinforcement learning- based fault injection,

Reference 13

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation b7cb68dd-4456-41df-bb2a-67722f196893 · outbound

This paper cites DEVS model construction as a reinforcement learning problem,.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance DEVS model construction as a reinforcement learning problem,

Reference 14

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation b7229ffa-579e-482c-9af6-d71357f3b25a · outbound

This paper cites Agent- advising approaches in an interactive reinforcement learning scenario,.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Agent- advising approaches in an interactive reinforcement learning scenario,

Reference 15

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Source-reported events for the cited work

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Observation f9c1ba27-f58b-4daf-a896-9b9ca06afe6a · outbound

This paper cites Training a robot with evaluative feedback and unlabeled guidance signals,.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Training a robot with evaluative feedback and unlabeled guidance signals,

Reference 16

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 08088eaa-706b-476f-9dd2-7f09dd800b2b · outbound

This paper cites Dynamic reward shaping: Training a robot by voice,.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Dynamic reward shaping: Training a robot by voice,

Reference 17

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 9c0fdf44-832e-4083-9ef9-ee09b0c11231 · outbound

This paper cites Reinforcement learning with human teachers: Evidence of feedback and guidance with implications for learning performance,.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Reinforcement learning with human teachers: Evidence of feedback and guidance with implications for learning performance,

Reference 18

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 92562021-2abd-41b1-b250-a98b5faf99ac · outbound

This paper cites Policy shaping: Integrating human feedback with reinforcement learn- ing,.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Policy shaping: Integrating human feedback with reinforcement learn- ing,

Reference 19

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Source-reported events for the cited work

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Observation 6a9e6443-ef86-483f-92b1-0807a0f7c354 · outbound

This paper cites Jøsang, Subjective logic.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Jøsang, Subjective logic

Reference 20

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 4efa9701-dac3-4a20-93a9-24036dff3a0f · outbound

This paper cites Expressing confidence in models and in model transformation elements,.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Expressing confidence in models and in model transformation elements,

Reference 21

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation e9cb1dac-4b9c-4a10-bd92-ba7f54846c38 · outbound

This paper cites A belief-theoretic framework for the collaborative development and integration of para-consistent conceptual models,.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance A belief-theoretic framework for the collaborative development and integration of para-consistent conceptual models,

Reference 22

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 8d62cdbc-293a-4742-9e62-3878e4cced92 · outbound

This paper cites Uncertainty representation in software models: A survey,.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Uncertainty representation in software models: A survey,

Reference 23

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 61a9c7c7-0b57-4752-a967-09aab472497a · outbound

This paper cites Uncertainty-aware consistency checking in industrial settings,.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Uncertainty-aware consistency checking in industrial settings,

Reference 24

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation bdd63cd2-3ac2-4322-9ba1-f6c034fef5d9 · outbound

This paper cites Model repair with quality-based reinforcement learning.,.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Model repair with quality-based reinforcement learning.,

Reference 25

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verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 8cd9c4df-bed3-42d2-8c52-10b2d095cfb6 · outbound

This paper cites From single-objective to multi-objective reinforcement learning-based model transformation,.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance From single-objective to multi-objective reinforcement learning-based model transformation,

Reference 26

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verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 5930035b-f072-4f3e-8695-e6bc98c206a7 · outbound

This paper cites A tool for automatically selecting optimal model transformation chains,.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance A tool for automatically selecting optimal model transformation chains,

Reference 27

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 56c2d3dd-f1b3-47d3-a629-dfc6a6a0ff22 · outbound

This paper cites Multi-objective model transformation chain exploration with MOMoT,.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Multi-objective model transformation chain exploration with MOMoT,

Reference 28

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 1866d082-0314-49e9-8852-b302db586b03 · outbound

This paper cites Graph transformation in a nutshell,.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Graph transformation in a nutshell,

Reference 29

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verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 8fe1bf60-0754-412f-899f-c6574312ce5d · outbound

This paper cites Domain-specific model distance measures,.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Domain-specific model distance measures,

Reference 30

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verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 430305c3-3581-4056-beee-a448630c83b3 · outbound

This paper cites VIATRA 3: A reactive model transformation platform,.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance VIATRA 3: A reactive model transformation platform,

Reference 31

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation a17a7283-eed4-4963-a109-3ff6f321f3c8 · outbound

This paper cites Opinion-Guided Reinforcement Learning.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Opinion-Guided Reinforcement Learning

Reference 32

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verified exact
local_arxiv, observed 2026-08-06T22:46:01.549273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation ffeefaf2-01e4-4a80-ab73-d3b3489fea68 · outbound

This paper cites Model-driven engineering,.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Model-driven engineering,

Reference 33

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verified fuzzy
raw_fallback, observed 2026-08-06T22:46:02.584510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 17a6b97c-b3b0-4573-a306-9b760af2350e · outbound

This paper cites Jøsang, Subjective Logic.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Jøsang, Subjective Logic

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-06T22:45:57.311447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 891ac292-ce10-4e8d-a9be-b37d56c4b870 · outbound

This paper cites Automatic resolution of model merging conflicts using quality-based reinforcement learning,.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Automatic resolution of model merging conflicts using quality-based reinforcement learning,

Reference 35

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unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:45:57.381058Z digest=sha256:c5c06b4238362dc78b6336adec7f88d4c624e27d34ab93ada729dd631eefab5b

Observation 226b106f-3d3a-4854-924c-8430e0b5dc68 · outbound

This paper cites Incremental resolution of model inconsistencies,.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Incremental resolution of model inconsistencies,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:46:02.565870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation a1c714da-9c91-45df-aaea-0746180cab43 · outbound

This paper cites A mde approach for heterogeneous models consistency,.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance A mde approach for heterogeneous models consistency,

Reference 37

Resolution
verified exact
doi, observed 2026-08-06T22:45:59.821868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T22:45:57.493592Z digest=sha256:e9d2cd1ce2ad572649a8b03cda5260a94203efd1fe1cba578f2ae51d4f866d28

Observation eab4e7b7-fc46-4707-ac12-e028667468d4 · outbound

This paper cites Engineering process transformation to manage (in)consistency,.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Engineering process transformation to manage (in)consistency,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:46:02.549279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T22:45:57.570977Z digest=sha256:30613174fe4773c8097e4495c8022aa66c097c3b363ea70c3f4d443fcadae0e1

Observation 0fbf6194-bd92-4fed-a701-2ed4f53f927b · outbound

This paper cites Model consistency as a heuristic for eventual correctness,.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Model consistency as a heuristic for eventual correctness,

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-06T22:45:57.746624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:45:57.746624Z digest=sha256:b1339db950a4a384835f05208c6697fb6a245bd85351b2e6794da19f0b04e680

Observation 5f310f4a-6005-40c0-83be-e2be9dd42cff · outbound

This paper cites Driving requirements evolution by engineers’ opinions,.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Driving requirements evolution by engineers’ opinions,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:46:02.530626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T22:45:57.793817Z digest=sha256:dbd6374323c5d5d01e9b6da3ce8f10de060c23c2d324e1d4c24d0cb2e2b349eb

Observation 71a6c780-ab6b-4447-9b63-3b583ad3a624 · outbound

This paper cites Change-preserving model repair,.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Change-preserving model repair,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:46:02.512224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T22:45:57.983747Z digest=sha256:a273b5ffe01d61c6691ef8a02d620abb4cacf5e1bf59c96c2ee207107e7a5119

Observation 77db2a60-a76c-4c6e-8c78-a1be9a0e8693 · outbound

This paper cites Model-transformation-based computational design synthesis for mis- sion architecture optimization,.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Model-transformation-based computational design synthesis for mis- sion architecture optimization,

Reference 43

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T22:46:00.975964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T22:45:58.086955Z digest=sha256:94eb0f3b1b2dda5fab9c0568e15ddd49d62a0008ea24bb83c82358443283dfe0

Observation 0c7f345c-ea1d-47cc-af00-17d81168675c · outbound

This paper cites Probabilistic graph queries for design space exploration under uncertainty,.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Probabilistic graph queries for design space exploration under uncertainty,

Reference 44

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T22:46:00.742862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T22:45:58.155609Z digest=sha256:756a9df8a4838ceffb80663d9ee85123a498e4eb48698cdfea74360c4a00b9f5

Observation 0311a0c1-79e8-4ce3-a768-1aad6122aaa4 · outbound

This paper cites Grand challenges in model-driven engineering: An analysis of the state of the research,.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Grand challenges in model-driven engineering: An analysis of the state of the research,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:46:02.495205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T22:45:58.277172Z digest=sha256:fc342d3435f34aa6849b98a0335f80df957a08ffe025b92d1a9a65dd20c7a303

Observation b12128d4-5b69-4ce6-a733-84829912f07a · outbound

This paper cites Marlon: A domain-specific language for multi-agent reinforcement learning on networks,.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Marlon: A domain-specific language for multi-agent reinforcement learning on networks,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:46:02.474558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T22:45:58.448470Z digest=sha256:349a7d2abcd7979d889394e00be2897dce469e2e90e503bf510c0c4705ad1a9d

Observation 7cbea38a-c5c8-4940-ba8f-49ad8b6f2f40 · outbound

This paper cites Ontology-based development of domain-specific languages via customizing base language,.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Ontology-based development of domain-specific languages via customizing base language,

Reference 47

Resolution
verified exact
raw_fallback, observed 2026-08-06T22:46:00.504666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T22:45:58.502793Z digest=sha256:354a06e35b082176616fa1c7d8c24041f96e676c5702f0578d6b86b8852dc293

Observation 251b38e3-e3df-4933-ad61-a95edacd4830 · outbound

This paper cites Automated generation of testing tools for domain- specific languages,.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Automated generation of testing tools for domain- specific languages,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:46:02.452869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T22:45:58.621663Z digest=sha256:5789f6138ed4478d1fb514562aefcde5a9cdf50bf5678c6cc2d90c238a0b7f44

Observation f4ceab04-c7f1-4502-94eb-9106bdae0a9b · outbound

This paper cites Generation of custom textual model editors,.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Generation of custom textual model editors,

Reference 49

Resolution
verified exact
doi, observed 2026-08-06T22:45:59.788472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T22:45:58.773067Z digest=sha256:f0efe5b2ecdb149ff1ab5ca9bc6fb7f400c2d5efbcccdc3fedf01cb79d645a4b

Observation 11bb8d31-42ce-4f26-864e-bc4fa7fa2171 · outbound

This paper cites Toward intelligent generation of tailored graphical concrete syntax,.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Toward intelligent generation of tailored graphical concrete syntax,

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-06T22:45:58.839625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:45:58.839625Z digest=sha256:50f48336ed36114a20db96eea73e85b0eb3789e4b1fa4cc8f2a96407f6b68940

Observation e2ac3433-0f8e-42d0-8eac-2366347dff5e · outbound

This paper cites Adaptive modelling languages: Abstract syntax and model migration,.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Adaptive modelling languages: Abstract syntax and model migration,

Reference 51

Resolution
verified exact
doi, observed 2026-08-06T22:45:59.771978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T22:45:58.956356Z digest=sha256:5d3c563766105e0e7f5d8c7b79b8678d957bd3b6d0fdbc6845a5814823dc0a8f

Observation 991cd4d5-1d71-448c-a3f1-fa4db78e37ff · outbound

This paper cites Bridging the Silos of Digitalization and Sustainability by Twin Transition: A Multivocal Literature Review.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Bridging the Silos of Digitalization and Sustainability by Twin Transition: A Multivocal Literature Review

Reference 52

Resolution
verified exact
local_arxiv, observed 2026-08-06T22:46:00.220454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T22:45:59.058218Z digest=sha256:ec3b9df74338cb4ddfbd351fe962a796864f2c40e5087930c5ceeed7ffbbb3f6

Observation 02b9a124-2431-47f8-819b-cb3bb5b29e80 · outbound

This paper cites User experience for model-driven engineering: Chal- lenges and future directions,.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance User experience for model-driven engineering: Chal- lenges and future directions,

Reference 53

Resolution
verified exact
doi, observed 2026-08-06T22:45:59.756557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T22:45:59.132244Z digest=sha256:d1ba40297c914e1ca8215eace869ead34520815046216700074038351ebd3edb

Observation 4bfa8132-cff6-47cc-b49c-6f63985fbaff · outbound

This paper cites Blended modeling in commercial and open-source model-driven software engineering tools: A systematic study,.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Blended modeling in commercial and open-source model-driven software engineering tools: A systematic study,

Reference 54

Resolution
verified exact
doi, observed 2026-08-06T22:45:59.740337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T22:45:59.199339Z digest=sha256:d810edd76d7b706c3f41e04a90ad533cbec956381ea9a21bdd224fb0c6a84306

Observation f1e8a5d6-7317-42f3-a260-8b38c3a4672e · outbound

This paper cites Statecharts: A visual formalism for complex systems,.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Statecharts: A visual formalism for complex systems,

Reference 55

Resolution
verified exact
doi, observed 2026-08-06T22:45:59.527471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T22:45:59.295495Z digest=sha256:760dc8d5b109b0f952ee2cf0b80fd8f7d917c15a1f292bf756d16e45776b3d47

Observation 91831bfa-c723-48da-8bc2-b781afa8b1af · outbound

This paper cites Automatic code generation from unified modelling language sequence diagrams,.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Automatic code generation from unified modelling language sequence diagrams,

Reference 56

Resolution
verified exact
raw_fallback, observed 2026-08-06T22:46:00.122307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T22:45:59.396305Z digest=sha256:d89457d4a979a9c1288df4d2b22af2bd9e2ef26bff408ff3fd7859831ccf5141

Observation 856d2fee-08d5-4fba-a917-84d645432e59 · outbound

This paper cites A game of alignment:collective behavior of multi-species.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance A game of alignment:collective behavior of multi-species

Reference 439

Resolution
unresolved
no resolver link, observed 2026-08-06T22:45:58.694245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:45:58.694245Z digest=sha256:3ef37b218de87f5ea540f6a88215ee8e71af5fc006e7e1bbe082eb45d2af4fb1

Observation 4c8ec284-f6c4-43a0-9108-9921c949ff3b · outbound

This paper cites an unresolved cited work.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Unresolved cited work

Reference 1212

Resolution
verified exact
doi, observed 2026-08-06T22:45:59.920554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T22:45:56.348498Z digest=sha256:94b2cb6a53d65a9d17b47030001dcf98f302f1748ab99323b9dc6c0d7d4aeef8

Observation b64d792a-78f7-4ad3-881b-847751db1cfe · outbound

This paper cites an unresolved cited work.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Unresolved cited work

Reference 1374

Resolution
verified exact
doi, observed 2026-08-06T22:45:59.804504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T22:45:58.358652Z digest=sha256:de7a16f30e82c836ef6447545aa4d06a91f63ea5b70cd7d044d999f3c9d2eb21

Observation bca13ec7-7ced-4419-8378-d752428f32a8 · outbound

This paper cites an unresolved cited work.

Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Unresolved cited work

Reference 2024

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T22:46:01.314842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T22:45:57.876646Z digest=sha256:b7cf4da2db555f8fb3798ddc6070167f35cd6719deda67ee59364a88d75f2eb1

Pith citing papers

No inbound Pith citation observations are available.