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Paper Citation Record · LEDGER

A Study of Value-Aware Eigenoptions

As of 18 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2507.09127.

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

pith.paper-citation-record.v1
2507.09127 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:09:03.793618Z

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

14 of 14 outbound references displayed

  • verified exact0
  • verified fuzzy4
  • unresolved8
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6aa13604-c35d-4bc5-a5d0-877dfc84406c · outbound

This paper cites an unresolved cited work.

A Study of Value-Aware Eigenoptions Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:09:05.184113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T18:09:03.664817Z digest=sha256:abe95a15379d22516b7c4e98270b8485c5831851a6126444acc62be7d0a07708

Observation 80fa2bf5-8236-482e-8a62-8b5ac50f0783 · outbound

This paper cites an unresolved cited work.

A Study of Value-Aware Eigenoptions Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:09:04.747176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T18:09:03.793618Z digest=sha256:505b124aaa3ce75934896b490c7bef3eb051fac3f5db641d932f9e51ef229fa5

Observation 942a6f4a-81ae-4acd-a42a-88eb810e4767 · outbound

This paper cites The Eigenoption-Critic Framework.

A Study of Value-Aware Eigenoptions The Eigenoption-Critic Framework

Reference 6

Resolution
metadata mismatch
local_arxiv, observed 2026-08-06T18:09:04.462678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T18:09:03.236919Z digest=sha256:dfc0433cb0df3100ebb9f9d13abc0982bea5b9355e2d9e0dabe491ca95b2a113

Observation bbc9d871-b675-4f65-b86f-7b71b654e9e3 · outbound

This paper cites an unresolved cited work.

A Study of Value-Aware Eigenoptions Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-06T18:09:03.371268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:09:03.371268Z digest=sha256:5e43e4270c165c87cfae71ba8042c91cdbecfc58c781c0865a30051089610103

Observation f53f4fa3-d807-4713-8293-26e96f6ba6ef · outbound

This paper cites an unresolved cited work.

A Study of Value-Aware Eigenoptions Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:09:05.698989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T18:09:03.509179Z digest=sha256:9c5c4fd58029ac1cbb7dd2c7a9727e1d6816c732775af56caed9f7b8186b5841

Observation dbd00470-d49b-4e92-bdf4-a620e6ebe6d5 · outbound

This paper cites The original Minigrid environment included actions to rotate the agent and move the agent.

A Study of Value-Aware Eigenoptions The original Minigrid environment included actions to rotate the agent and move the agent

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:09:05.441986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T18:09:03.589555Z digest=sha256:24361a2d817d722aa365303ba142de4dee869a38b354a1d63ffc4a9227017bf0

Observation a62eb259-869a-4be2-a9e5-1bc49e33ec17 · outbound

This paper cites To learn eigenoption policies, we store all samples in a dataset and sweep over the dataset Nsweeps = 100 times using Q-learning with γ = 0.9 and α = 0.1.

A Study of Value-Aware Eigenoptions To learn eigenoption policies, we store all samples in a dataset and sweep over the dataset Nsweeps = 100 times using Q-learning with γ = 0.9 and α = 0.1

Reference 1000

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:09:04.977827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T18:09:03.732393Z digest=sha256:20601cd59f8c43f24ef753da5b620cca8fd22946b42a50883e5e87f356752145

Observation c423d529-de9e-4faf-8203-f7d6c1a3a172 · outbound

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

A Study of Value-Aware Eigenoptions Minigrid & Miniworld: Modular & Customizable Reinforcement Learning Environments for Goal-Oriented Tasks

Reference 2016

Resolution
unresolved
no resolver link, observed 2026-08-06T18:09:03.036371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:09:03.036371Z digest=sha256:521d684ab7e7e8d3d798a8a6c70a86f90d5e84f226b0c9e6dc60e7d0fb259102

Observation e0f2a428-7a32-491d-9781-a3143aa059e5 · outbound

This paper cites Czarnecki, Michaël Mathieu, Andrew Dudzik, Juny- oung Chung, David H.

A Study of Value-Aware Eigenoptions Czarnecki, Michaël Mathieu, Andrew Dudzik, Juny- oung Chung, David H

Reference 2017

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:09:05.921172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T18:09:03.429265Z digest=sha256:569cbac813b5dda51af0d883c543bd3037d13fc3216e90c6df2e9aaee6793066

Observation 4ad3fee4-5563-4a22-80fa-16e5ae9f8fcf · outbound

This paper cites OpenAI Gym.

A Study of Value-Aware Eigenoptions OpenAI Gym

Reference 2019

Resolution
unresolved
no resolver link, observed 2026-08-06T18:09:02.965894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:09:02.965894Z digest=sha256:5208baf9a286ec23509f898562f16e7e37ff2e09776d845492ecb8c6d35c30c4

Observation 1ce0b482-230a-4f97-b425-00182503c362 · outbound

This paper cites Dota 2 with Large Scale Deep Reinforcement Learning.

A Study of Value-Aware Eigenoptions Dota 2 with Large Scale Deep Reinforcement Learning

Reference 2020

Resolution
unresolved
no resolver link, observed 2026-08-06T18:09:02.819995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:09:02.819995Z digest=sha256:31ae3e220163ac3bf2dd9a49ba534d8f73370e5ff3568beb528bc145d7c2a236

Observation f1178d1c-a48b-4f44-be93-20c816bbcc16 · outbound

This paper cites Discovering Temporal Structure: An Overview of Hierarchical Reinforcement Learning.

A Study of Value-Aware Eigenoptions Discovering Temporal Structure: An Overview of Hierarchical Reinforcement Learning

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-06T18:09:03.177996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:09:03.177996Z digest=sha256:ba949d8f2c73c12e762282ae2a70736787940d7103ca03763cb1252d287c3f12

Observation a6b5ad5f-609d-4307-9c59-8bc450fa76c3 · outbound

This paper cites When waiting is not an option: Learning options with a deliberation cost.

A Study of Value-Aware Eigenoptions When waiting is not an option: Learning options with a deliberation cost

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:09:06.161382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T18:09:03.101416Z digest=sha256:4efc5c1124cffa9cff3e196789134a2e9d781902da4283b8b64a565759e8355f

Observation 9d982a0c-3e37-4898-8774-0ea00250ad87 · outbound

This paper cites Learning Purposeful Behaviour in the Absence of Rewards.

A Study of Value-Aware Eigenoptions Learning Purposeful Behaviour in the Absence of Rewards

Reference 2025

Resolution
metadata mismatch
local_arxiv, observed 2026-08-06T18:09:04.224682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T18:09:03.314354Z digest=sha256:2b3ed1c0928ee513351cffdeacb19b0445aeef9d14d1f5d8ca1bed393f85c1c1

Pith citing papers

No inbound Pith citation observations are available.