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Paper Citation Record · LEDGER

"What are my options?": Explaining RL Agents with Diverse Near-Optimal Alternatives (Extended)

As of 8 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2506.09901.

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

pith.paper-citation-record.v1
2506.09901 v1

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:52:50.492316Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

22 of 22 outbound references displayed

  • verified exact3
  • verified fuzzy15
  • unresolved4
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9bfb39c4-9ca9-4594-bcb4-148e8dfeafad · outbound

This paper cites Towards explainable road navigation systems.

"What are my options?": Explaining RL Agents with Diverse Near-Optimal Alternatives (Extended) Towards explainable road navigation systems

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:52:51.202111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T04:52:48.504123Z digest=sha256:b6d207e42972bfec9135494df0a2d54792defbd2464fd9bab3312250b33d8b46

Observation 25a17f21-7ae7-493b-a7b4-e2e6e4ea5c33 · outbound

This paper cites Lipschitz continuity in model-based reinforcement learning.

"What are my options?": Explaining RL Agents with Diverse Near-Optimal Alternatives (Extended) Lipschitz continuity in model-based reinforcement learning

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:52:51.192976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T04:52:48.561071Z digest=sha256:ffda578a56005a88ef6affddb80953ad2a4c5804dbb5ed8f1afa4e16c5c5ed83

Observation 0a373769-e1e6-4868-bde4-4c094f5cb5cb · outbound

This paper cites Aldo Faisal.

"What are my options?": Explaining RL Agents with Diverse Near-Optimal Alternatives (Extended) Aldo Faisal

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T04:52:48.623485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:52:48.623485Z digest=sha256:0491c075c2695ed941e5ae1236d77466420aaef3f8793a3221c1280394f78e53

Observation 31a20103-9c48-4539-af7f-7a5a4c018759 · outbound

This paper cites 'why not this mapf plan instead?'contrastive map-based explanations for optimal mapf.

"What are my options?": Explaining RL Agents with Diverse Near-Optimal Alternatives (Extended) 'why not this mapf plan instead?'contrastive map-based explanations for optimal mapf

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:52:51.183762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T04:52:48.715975Z digest=sha256:a0ac1b2d501c25da5ed7d6dd13b4e33695ac51a596802d27f26284b26c956419

Observation c185113b-c7c3-44e8-8218-0ddd90c4367a · outbound

This paper cites Pointwise-in-Time Explanation for Linear Temporal Logic Rules.

"What are my options?": Explaining RL Agents with Diverse Near-Optimal Alternatives (Extended) Pointwise-in-Time Explanation for Linear Temporal Logic Rules

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-08-07T04:52:51.010286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T04:52:48.722398Z digest=sha256:6dd3586099511cae786ba9a0ab5b1bde529b536237f63db83140eaeb0e6acfe1

Observation bdb3c18b-7948-4d79-8f19-3de310d66510 · outbound

This paper cites what are my options?.

"What are my options?": Explaining RL Agents with Diverse Near-Optimal Alternatives (Extended) what are my options?

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:52:51.174763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T04:52:48.795623Z digest=sha256:b6a6aaf56ca8de5d84976901a17a9820439420b35275d1f51630444bf9f791ea

Observation 7f17f7f2-1a4e-43f9-b327-c488ff0812d2 · outbound

This paper cites The emerging landscape of explainable automated planning and decision making.

"What are my options?": Explaining RL Agents with Diverse Near-Optimal Alternatives (Extended) The emerging landscape of explainable automated planning and decision making

Reference 7

Resolution
verified exact
doi, observed 2026-08-07T04:52:50.664310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T04:52:48.898598Z digest=sha256:027cc19f8c26371f40e01922b10f236a79961cdd4604653f6f88a6d094f11463

Observation d9c5ebca-bebb-4c56-ab2f-0e04efe1ad97 · outbound

This paper cites Quality-diversity optimization: a novel branch of stochastic optimization.

"What are my options?": Explaining RL Agents with Diverse Near-Optimal Alternatives (Extended) Quality-diversity optimization: a novel branch of stochastic optimization

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:52:51.165393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T04:52:49.028413Z digest=sha256:90968bf80540f33cfb30bf1f23f04001a7da7f6578741f0bcbe0b7f2efa4d367

Observation 70aff4d4-1c7c-4bd0-bea9-bde2efb4a35a · outbound

This paper cites Memory-based explainable reinforcement learning.

"What are my options?": Explaining RL Agents with Diverse Near-Optimal Alternatives (Extended) Memory-based explainable reinforcement learning

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:52:51.156306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T04:52:49.115238Z digest=sha256:cea54948a3dc11b68bd6e8d2f59ffeca7b576a2ee027e1a486d1148ec76412c9

Observation 7d5a8cb3-bc77-4b8e-8f55-ecf990a6790d · outbound

This paper cites Trajectory-based explainability framework for offline rl.

"What are my options?": Explaining RL Agents with Diverse Near-Optimal Alternatives (Extended) Trajectory-based explainability framework for offline rl

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:52:51.147088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T04:52:49.221965Z digest=sha256:341448d49c026861a5dd70dd0bc2a37ca14804605d140bb957063568c63a6206

Observation 6709ece2-2017-4002-a0ea-6c1ad6c9f029 · outbound

This paper cites Explainable reinforcement learning via model transforms.

"What are my options?": Explaining RL Agents with Diverse Near-Optimal Alternatives (Extended) Explainable reinforcement learning via model transforms

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:52:51.137554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T04:52:49.335034Z digest=sha256:07dce57753ef8728544502f6cc7d0c436ba81c79c9bd24224c3c6c39aa91d4e6

Observation a17bd8d2-5c7b-412e-ab9b-173adafca83e · outbound

This paper cites Uncertain Quality-Diversity: Evaluation methodology and new methods for Quality-Diversity in Uncertain Domains.

"What are my options?": Explaining RL Agents with Diverse Near-Optimal Alternatives (Extended) Uncertain Quality-Diversity: Evaluation methodology and new methods for Quality-Diversity in Uncertain Domains

Reference 12

Resolution
verified exact
local_arxiv, observed 2026-08-07T04:52:50.972878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T04:52:49.420411Z digest=sha256:c86ca63421b5c70eba6b89d54359850116045152261a5cb6e86aeaf0a08f900c

Observation e4d52f8b-48fa-4676-a323-7ece5cebd458 · outbound

This paper cites Establishing appropriate trust via critical states.

"What are my options?": Explaining RL Agents with Diverse Near-Optimal Alternatives (Extended) Establishing appropriate trust via critical states

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:52:51.128434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T04:52:49.473887Z digest=sha256:f75e108c8ed9a6dd32d96c62da5057ebd6d43bf6fd3200cf51b5bb5355e6fad1

Observation 883a0b81-bcd7-4e64-b3d1-89900c8b3f13 · outbound

This paper cites Explainable reinforcement learning through a causal lens.

"What are my options?": Explaining RL Agents with Diverse Near-Optimal Alternatives (Extended) Explainable reinforcement learning through a causal lens

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:52:51.119362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T04:52:49.602023Z digest=sha256:7a10ee4d3a8892c4807fdf46b8b2975a2ead244d8834d10215048f33777aba78

Observation 9b15f4ce-76ae-4fe2-9546-c69701e2c79c · outbound

This paper cites A Survey of Explainable Reinforcement Learning.

"What are my options?": Explaining RL Agents with Diverse Near-Optimal Alternatives (Extended) A Survey of Explainable Reinforcement Learning

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T04:52:49.716734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:52:49.716734Z digest=sha256:743b3f0849aba8cf40f51a0b0c14fe3d61b22ee4cade7ef9b1afc968afca0c3c

Observation df5c9d70-dfd3-45ab-80b1-1e4d7e4c8a72 · outbound

This paper cites Illuminating search spaces by mapping elites.

"What are my options?": Explaining RL Agents with Diverse Near-Optimal Alternatives (Extended) Illuminating search spaces by mapping elites

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-07T04:52:49.830191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:52:49.830191Z digest=sha256:f1a5122119b2f0aa859da32b40f26054f9ea2c59948a6b7578c50366c232ec96

Observation 068b4dc3-ff7e-46a2-83df-df43b91c78db · outbound

This paper cites Explaining black box reinforcement learning agents through counterfactual policies.

"What are my options?": Explaining RL Agents with Diverse Near-Optimal Alternatives (Extended) Explaining black box reinforcement learning agents through counterfactual policies

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:52:51.109815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T04:52:49.944787Z digest=sha256:c9879fba2687e57ab48ef24a155f852c52c65480b781986d17d94b33becbf6dc

Observation f8f07892-5eb4-4a9f-a515-6450f73a02d7 · outbound

This paper cites Comparing explanations in rl.

"What are my options?": Explaining RL Agents with Diverse Near-Optimal Alternatives (Extended) Comparing explanations in rl

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:52:51.101120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T04:52:50.072178Z digest=sha256:738b24c362dd2f7a6a4deac4573d291947947aa7be1d988db5f2ee0992dc0720

Observation 3f350a3f-4db3-4707-8684-2f5c06c8e4b9 · outbound

This paper cites Pugh, Lisa B.

"What are my options?": Explaining RL Agents with Diverse Near-Optimal Alternatives (Extended) Pugh, Lisa B

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T04:52:50.155521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:52:50.155521Z digest=sha256:18a5d6b9304eefee8ae48bb523fb3ef8c72f9a3fd70afb217a0e2ec89c6280c6

Observation 4b5b917b-81b8-41fe-a2da-0b7f6c711a28 · outbound

This paper cites Fontaine, David H.

"What are my options?": Explaining RL Agents with Diverse Near-Optimal Alternatives (Extended) Fontaine, David H

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:52:51.092368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T04:52:50.296423Z digest=sha256:222ef708ade49897a0a8fc4dde259a05524bb260d772aff296ca690fe8f8bc88

Observation 9662a252-4a4e-4ab8-bba5-974dd2094e8c · outbound

This paper cites pyribs: A bare-bones python library for quality diversity optimization.

"What are my options?": Explaining RL Agents with Diverse Near-Optimal Alternatives (Extended) pyribs: A bare-bones python library for quality diversity optimization

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:52:51.083775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T04:52:50.439847Z digest=sha256:db784b425ab059ff9bb4b12251835e87c73f0d6815b939366e10c57334265d26

Observation ada23b9d-b4e0-40bd-aa8d-58bbc4a8a639 · outbound

This paper cites Explainable deep reinforcement learning: state of the art and challenges.

"What are my options?": Explaining RL Agents with Diverse Near-Optimal Alternatives (Extended) Explainable deep reinforcement learning: state of the art and challenges

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:52:51.074230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T04:52:50.492316Z digest=sha256:a4a404faf272b884a0e0e951111fc81a37201843e8964c5e107f7e1a0d2fe8c6

Pith citing papers

No inbound Pith citation observations are available.