Paper Citation Record · LEDGER

D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection

As of 21 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2505.01979.

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

pith.paper-citation-record.v1
2505.01979 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T04:11:33.848846Z

measured 45 of 45 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

45 of 45 outbound references displayed

verified exact0
verified fuzzy15
unresolved30
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cef2b988-bdfb-4f77-8ff6-2e2d279e1cb6 · outbound

This paper cites an unresolved cited work.

D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:11:34.334533Z

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.

Observation fb0a79e9-99d2-4cb5-a255-8f9a6e69ebff · outbound

This paper cites Schaul, D.

D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection Schaul, D

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:11:34.319207Z

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.

Observation d1f87f45-e74c-4379-b6fe-25724b356acd · outbound

This paper cites Röder, M.

D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection Röder, M

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:11:34.308008Z

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.

Observation 1d6df255-5778-4366-a393-d27aabbfa273 · outbound

This paper cites Campos, A.

D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection Campos, A

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:11:34.295037Z

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.

Observation f2e3cfbe-ab00-4924-b574-c1312fd6c55b · outbound

This paper cites Willig, M.

D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection Willig, M

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:11:34.283164Z

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.

Observation 080379ae-195a-4ab2-ac9a-97016edad941 · outbound

This paper cites Causal Reinforcement Learning: A Survey.

D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection Causal Reinforcement Learning: A Survey

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T04:11:33.699060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e26b6faf-8205-41f9-a98e-4f8e3baa0edf · outbound

This paper cites Runge, P.

D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection Runge, P

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:11:34.272610Z

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.

Observation 11506b68-e5fc-47ad-a3f6-b66eb98b7a3b · outbound

This paper cites an unresolved cited work.

D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T04:11:33.707965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c6a62ab-83f2-40b4-80ec-e648fa93af37 · outbound

This paper cites Minigrid & Miniworld: Modular & Customizable Reinforcement Learning Environments for Goal-Oriented Tasks.

D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection Minigrid & Miniworld: Modular & Customizable Reinforcement Learning Environments for Goal-Oriented Tasks

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T04:11:33.712026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59104102-371a-4a3d-8280-6530f7bc321a · outbound

This paper cites Diversity is All You Need: Learning Skills without a Reward Function.

D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection Diversity is All You Need: Learning Skills without a Reward Function

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T04:11:33.717529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e70d72b9-d6c0-4005-9cd6-8b5865cf8608 · outbound

This paper cites Variational Option Discovery Algorithms.

D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection Variational Option Discovery Algorithms

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T04:11:33.721759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92781994-7f20-4f35-addd-39b8b4ef796b · outbound

This paper cites Meta Learning Shared Hierarchies.

D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection Meta Learning Shared Hierarchies

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T04:11:33.725943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61b731b6-9c92-477a-ab45-6cb4a8302309 · outbound

This paper cites an unresolved cited work.

D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:11:34.254432Z

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.

Observation ca354be2-e973-4aaa-ba6b-0eb78fed9ef0 · outbound

This paper cites an unresolved cited work.

D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:11:34.242843Z

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.

Observation 245e56f4-a6f3-40e8-af20-fb6c8f25c30a · outbound

This paper cites an unresolved cited work.

D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:11:34.232361Z

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.

Observation cd31e6b1-e207-400d-9f0d-439b3623a523 · outbound

This paper cites an unresolved cited work.

D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:11:34.220985Z

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.

Observation aab1dc00-57e0-4258-b4f8-ab41f871e8c7 · outbound

This paper cites an unresolved cited work.

D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:11:34.209817Z

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.

Observation 9052477c-03d4-4151-9fdf-0817bcc313dc · outbound

This paper cites an unresolved cited work.

D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:11:34.195926Z

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.

Observation 45dc0024-5c34-4075-9a9d-a3a727e7cfb4 · outbound

This paper cites Foerster, G.

D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection Foerster, G

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:11:34.184574Z

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.

Observation 01fa5a0e-f431-40dd-ad22-0141da49aa63 · outbound

This paper cites Woulda, Coulda, Shoulda: Counterfactually-Guided Policy Search.

D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection Woulda, Coulda, Shoulda: Counterfactually-Guided Policy Search

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-16T04:11:33.754223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6cbd99f-7c35-4588-8665-8e7ed19e979c · outbound

This paper cites Madumal, T.

D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection Madumal, T

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:11:34.173917Z

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.

Observation c20facf6-dc04-477a-a2dc-06c37d89fdb1 · outbound

This paper cites Herlau, R.

D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection Herlau, R

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:11:34.161728Z

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.

Observation 4479eb13-63a1-403f-a47e-40995d52f4f2 · outbound

This paper cites an unresolved cited work.

D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:11:34.150342Z

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.

Observation f7181c94-6fff-408d-8af5-bc2fc679913b · outbound

This paper cites Corcoll, R.

D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection Corcoll, R

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-16T04:11:33.769337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a4f86f8-3727-49a6-be96-3b78b3c678b1 · outbound

This paper cites an unresolved cited work.

D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:11:34.132206Z

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.

Observation 856560a5-3a02-4e5d-b578-4459a0b53077 · outbound

This paper cites an unresolved cited work.

D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-16T04:11:33.775924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 362bddd9-0cbb-4e07-b330-b9f3d8450e04 · outbound

This paper cites Chuck, K.

D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection Chuck, K

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-16T04:11:33.779854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4590e3e4-4f8a-4639-bec4-bdf529e7a83d · outbound

This paper cites an unresolved cited work.

D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-16T04:11:33.784162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 147ab59d-e3c1-4ba6-b93a-fa573bad9002 · outbound

This paper cites an unresolved cited work.

D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:11:34.099650Z

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.

Observation 33511358-8321-4541-a5c4-306c22c452b3 · outbound

This paper cites Pearl, Models, reasoning and inference, Cambridge, UK: CambridgeUni- versityPress 19 (2) (2000) 3.

D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection Pearl, Models, reasoning and inference, Cambridge, UK: CambridgeUni- versityPress 19 (2) (2000) 3

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-16T04:11:33.791354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8371b9dd-366b-4329-89e9-0a898d51cf21 · outbound

This paper cites Runge, S.

D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection Runge, S

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:11:34.081860Z

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.

Observation fcc3b406-966a-4359-b703-93e6b6da4b77 · outbound

This paper cites Peters, D.

D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection Peters, D

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-16T04:11:33.799195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71eedfca-1f51-4839-8362-a97f90f483bf · outbound

This paper cites an unresolved cited work.

D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-16T04:11:33.802821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b1dc9cc-66fa-4f42-babd-b06735fcca8e · outbound

This paper cites Eichler, Graphical modelling of multivariate time series, Probability Theory and Related Fields 153 (2012) 233–268.

D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection Eichler, Graphical modelling of multivariate time series, Probability Theory and Related Fields 153 (2012) 233–268

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:11:34.057053Z

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.

Observation 26c77b63-2ef6-439f-9ddc-56fa252cc662 · outbound

This paper cites Boutilier, T.

D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection Boutilier, T

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:11:34.045469Z

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.

Observation c68e1420-e3cb-4926-a2a2-6d686d4ac9de · outbound

This paper cites Boutilier, R.

D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection Boutilier, R

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:11:34.034829Z

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.

Observation d37286b7-809b-429c-b00a-214d434100c9 · outbound

This paper cites Spirtes, C.

D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection Spirtes, C

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:11:34.023095Z

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.

Observation d91f919d-b377-4315-957f-8a4342e421ef · outbound

This paper cites Learning Neural Causal Models from Unknown Interventions.

D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection Learning Neural Causal Models from Unknown Interventions

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-16T04:11:33.822392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9f953ba-2e12-4d08-9de0-1891bccba0c1 · outbound

This paper cites Causal Dynamics Learning for Task-Independent State Abstraction.

D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection Causal Dynamics Learning for Task-Independent State Abstraction

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-16T04:11:33.826710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e49ebd9-3ef7-4b0c-9591-534638afc0e7 · outbound

This paper cites Runge, Causal network reconstruction from time series: From theoretical assumptions to practical estimation, Chaos: An Interdisciplinary Journal of Nonlinear Science 28 (7) (2018).

D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection Runge, Causal network reconstruction from time series: From theoretical assumptions to practical estimation, Chaos: An Interdisciplinary Journal of Nonlinear Science 28 (7) (2018)

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:11:34.010857Z

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.

Observation bf451626-3be0-40dc-8793-c97933f81936 · outbound

This paper cites an unresolved cited work.

D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-16T04:11:33.998795Z

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.

Observation eaacfbaa-728c-4ff3-b50a-2d8f9ac748fe · outbound

This paper cites Andrychowicz, F.

D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection Andrychowicz, F

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:11:33.986288Z

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.

Observation 26a84026-2f8c-426f-be55-cf744bbbc3c5 · outbound

This paper cites Learning Multi-Level Hierarchies with Hindsight.

D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection Learning Multi-Level Hierarchies with Hindsight

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-16T04:11:33.841739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 694461e2-f62e-481b-93fa-e28405d857f3 · outbound

This paper cites Bacon, J.

D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection Bacon, J

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-16T04:11:33.845275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2cc57fc-e1bf-4fc2-98e3-4836418d96cf · outbound

This paper cites LESSON: Learning to Integrate Exploration Strategies for Reinforcement Learning via an Option Framework.

D3HRL: A Distributed Hierarchical Reinforcement Learning Approach Based on Causal Discovery and Spurious Correlation Detection LESSON: Learning to Integrate Exploration Strategies for Reinforcement Learning via an Option Framework

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-16T04:11:33.848846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.