Paper Citation Record · LEDGER

The Mechanism Matters: When Knowledge Graphs Help Reinforcement Learning

As of 10 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2607.19616.

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

pith.paper-citation-record.v1
2607.19616 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T12:18:46.917037Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

26 of 26 outbound references displayed

verified exact0
verified fuzzy0
unresolved26
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 26eda8a9-9bdb-407e-a30a-6f78dba181a8 · outbound

This paper cites International Conference on Machine Learning (ICML) , year=.

The Mechanism Matters: When Knowledge Graphs Help Reinforcement Learning International Conference on Machine Learning (ICML) , year=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T12:18:43.554146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22824a4d-a03b-4bc2-bd53-16ccaa0efb7a · outbound

This paper cites International Conference on Learning Representations (ICLR) , year=.

The Mechanism Matters: When Knowledge Graphs Help Reinforcement Learning International Conference on Learning Representations (ICLR) , year=

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T12:18:43.658797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64b0a5f1-dc9b-45d9-aa88-3af38cf58179 · outbound

This paper cites On Inductive Biases in Deep Reinforcement Learning.

The Mechanism Matters: When Knowledge Graphs Help Reinforcement Learning On Inductive Biases in Deep Reinforcement Learning

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T12:18:43.828099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc8433f2-567a-4a3b-b168-ee6ea3f15d2d · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year=.

The Mechanism Matters: When Knowledge Graphs Help Reinforcement Learning Advances in Neural Information Processing Systems (NeurIPS) , year=

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T12:18:43.987376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3dd96d03-3ab2-4e5e-bbc3-dc42b914d0e8 · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year=.

The Mechanism Matters: When Knowledge Graphs Help Reinforcement Learning Advances in Neural Information Processing Systems (NeurIPS) , year=

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T12:18:44.129123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54093982-dbe2-48e7-a86c-e387b5d30696 · outbound

This paper cites Workshop on Deep Learning for Knowledge Graphs (DL4KG) at ISWC , series=.

The Mechanism Matters: When Knowledge Graphs Help Reinforcement Learning Workshop on Deep Learning for Knowledge Graphs (DL4KG) at ISWC , series=

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T12:18:44.282440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d00070f-d28b-4a8b-bc42-d1ce6b2e9228 · outbound

This paper cites AAAI Conference on Artificial Intelligence , year=.

The Mechanism Matters: When Knowledge Graphs Help Reinforcement Learning AAAI Conference on Artificial Intelligence , year=

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T12:18:44.432203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4b3e4d1-e479-419a-aa44-9990d825829b · outbound

This paper cites Workshop on Graph-Based Methods for NLP (TextGraphs) at EMNLP , year=.

The Mechanism Matters: When Knowledge Graphs Help Reinforcement Learning Workshop on Graph-Based Methods for NLP (TextGraphs) at EMNLP , year=

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T12:18:44.575680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e57829b-e536-414a-8b81-9e8a9124090d · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year=.

The Mechanism Matters: When Knowledge Graphs Help Reinforcement Learning Advances in Neural Information Processing Systems (NeurIPS) , year=

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T12:18:44.727541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d47a40f-01b4-4705-8575-4407f8c7c836 · outbound

This paper cites Empirical Methods in Natural Language Processing (EMNLP) , year=.

The Mechanism Matters: When Knowledge Graphs Help Reinforcement Learning Empirical Methods in Natural Language Processing (EMNLP) , year=

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T12:18:44.838949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65c5529f-5bcc-4a2e-9643-950ae07a0684 · outbound

This paper cites International Conference on Learning Representations (ICLR) , year=.

The Mechanism Matters: When Knowledge Graphs Help Reinforcement Learning International Conference on Learning Representations (ICLR) , year=

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T12:18:45.017023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c1a4cc5-c32f-4da6-b738-13d80373e401 · outbound

This paper cites Empirical Methods in Natural Language Processing (EMNLP) , year=.

The Mechanism Matters: When Knowledge Graphs Help Reinforcement Learning Empirical Methods in Natural Language Processing (EMNLP) , year=

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T12:18:45.137962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d66efe6-2bdf-432e-87ad-344662f15dba · outbound

This paper cites Potential-Based Intrinsic Motivation: Preserving Optimality With Complex, Non-Markovian Shaping Rewards.

The Mechanism Matters: When Knowledge Graphs Help Reinforcement Learning Potential-Based Intrinsic Motivation: Preserving Optimality With Complex, Non-Markovian Shaping Rewards

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T12:18:45.224717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80fa07ca-7727-464e-9449-bde019caeabf · outbound

This paper cites International Conference on Machine Learning (ICML) , series=.

The Mechanism Matters: When Knowledge Graphs Help Reinforcement Learning International Conference on Machine Learning (ICML) , series=

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T12:18:45.333158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a27e970-5d3e-4055-9152-3c70a91bb31d · outbound

This paper cites Extracting Heuristics from Large Language Models for Reward Shaping in Reinforcement Learning.

The Mechanism Matters: When Knowledge Graphs Help Reinforcement Learning Extracting Heuristics from Large Language Models for Reward Shaping in Reinforcement Learning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T12:18:45.408244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a23f9315-3c88-4170-ab6f-054bd462a677 · outbound

This paper cites International Conference on Autonomous Agents and Multiagent Systems (AAMAS) , year=.

The Mechanism Matters: When Knowledge Graphs Help Reinforcement Learning International Conference on Autonomous Agents and Multiagent Systems (AAMAS) , year=

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T12:18:45.524879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7e17d4b-c7a8-4afb-ad2b-85df331b4820 · outbound

This paper cites AAAI Conference on Artificial Intelligence , volume=.

The Mechanism Matters: When Knowledge Graphs Help Reinforcement Learning AAAI Conference on Artificial Intelligence , volume=

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T12:18:45.603429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a010f001-cf97-41ab-ac6d-20aa9835d3e0 · outbound

This paper cites Nature Medicine , volume=.

The Mechanism Matters: When Knowledge Graphs Help Reinforcement Learning Nature Medicine , volume=

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T12:18:45.702198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72bc4ae1-f4da-4642-8a5f-0f58b2c53794 · outbound

This paper cites Graph World Models: Concepts, Taxonomy, and Future Directions.

The Mechanism Matters: When Knowledge Graphs Help Reinforcement Learning Graph World Models: Concepts, Taxonomy, and Future Directions

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T12:18:45.821207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97e0624a-0661-4d91-b39a-53bd2b9a9df5 · outbound

This paper cites an unresolved cited work.

The Mechanism Matters: When Knowledge Graphs Help Reinforcement Learning Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T12:18:45.884988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2ed4d45-b031-47cf-aa4e-3bb031a69d87 · outbound

This paper cites an unresolved cited work.

The Mechanism Matters: When Knowledge Graphs Help Reinforcement Learning Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T12:18:45.991759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 718ae238-c1e9-4b1e-95bb-6e0193534fb1 · outbound

This paper cites an unresolved cited work.

The Mechanism Matters: When Knowledge Graphs Help Reinforcement Learning Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T12:18:46.177460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16ce2e50-250b-4041-a7c1-6b390f52ee5d · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS), Datasets and Benchmarks Track , year =.

The Mechanism Matters: When Knowledge Graphs Help Reinforcement Learning Advances in Neural Information Processing Systems (NeurIPS), Datasets and Benchmarks Track , year =

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T12:18:46.312823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bfe589f-dbce-4f50-9fa8-6b3b83659ae5 · outbound

This paper cites Proximal Policy Optimization Algorithms.

The Mechanism Matters: When Knowledge Graphs Help Reinforcement Learning Proximal Policy Optimization Algorithms

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T12:18:46.464345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e18cecf-3a35-418f-a871-151c9bd34091 · outbound

This paper cites Conservative.

The Mechanism Matters: When Knowledge Graphs Help Reinforcement Learning Conservative

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T12:18:46.690236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation beeaa5b0-5600-4efe-96ff-70d3933cfad0 · outbound

This paper cites International Conference on Machine Learning (ICML) , pages =.

The Mechanism Matters: When Knowledge Graphs Help Reinforcement Learning International Conference on Machine Learning (ICML) , pages =

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T12:18:46.917037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.