Paper Citation Record · LEDGER

Safe Policy Improvement with Soft Baseline Bootstrapping

As of 21 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 1 inbound Pith citation observation for arXiv:1907.05079.

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

pith.paper-citation-record.v1
1907.05079 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-24T23:02:31.019585Z

measured 18 of 18 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-11T11:33:20.892688Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-11T11:33:21.322731Z

Reference resolution

17 of 17 outbound references displayed

verified exact1
verified fuzzy8
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bd09b30e-834a-4329-8170-4d295a2cc9d6 · outbound

This paper cites Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification.

Safe Policy Improvement with Soft Baseline Bootstrapping Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-05-24T23:05:03.156101Z

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 c7cb536f-4307-454f-8076-8952f6ac4840 · outbound

This paper cites an unresolved cited work.

Safe Policy Improvement with Soft Baseline Bootstrapping Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-05-24T23:05:04.421127Z

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 475bbf5a-c421-4715-85d4-196d4e3af874 · outbound

This paper cites Then, the following concen- tration bound holds with high probabilities 1−δ:  ( dπb M−dπb ˆM ) ( ·|x)  1 ≤ 1 1−γ √ 2 ND(x) log 2|X| δ.

Safe Policy Improvement with Soft Baseline Bootstrapping Then, the following concen- tration bound holds with high probabilities 1−δ:  ( dπb M−dπb ˆM ) ( ·|x)  1 ≤ 1 1−γ √ 2 ND(x) log 2|X| δ

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T23:05:04.417595Z

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 1c0baf10-6765-43a7-b69a-4af7ac627eb0 · outbound

This paper cites (see Section B.1) for each hyper parameter value for the baseline do Generate a baseline.

Safe Policy Improvement with Soft Baseline Bootstrapping (see Section B.1) for each hyper parameter value for the baseline do Generate a baseline

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T23:05:04.413842Z

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 d3e9d93a-4e44-404d-ae15-cba60dde4207 · outbound

This paper cites Dataset generation The MDP is modiﬁed to include another goal: terminal state with a reward of 1 when accessing it.

Safe Policy Improvement with Soft Baseline Bootstrapping Dataset generation The MDP is modiﬁed to include another goal: terminal state with a reward of 1 when accessing it

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T23:05:04.409959Z

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 88e2dea9-c7b2-400f-9560-9645495cbe6b · outbound

This paper cites an unresolved cited work.

Safe Policy Improvement with Soft Baseline Bootstrapping Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-05-24T23:05:04.406596Z

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 70faf935-3966-48b6-aea5-9f743011306f · outbound

This paper cites an unresolved cited work.

Safe Policy Improvement with Soft Baseline Bootstrapping Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-05-24T23:05:04.403388Z

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 153a06f6-e770-4b2e-8f0b-544358f960bb · outbound

This paper cites an unresolved cited work.

Safe Policy Improvement with Soft Baseline Bootstrapping Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-05-24T23:05:04.400191Z

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 736f9d3d-8ab9-4f2d-9d03-6a9e7a04ecc6 · outbound

This paper cites an unresolved cited work.

Safe Policy Improvement with Soft Baseline Bootstrapping Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-05-24T23:05:04.396257Z

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 f296a38e-7343-4e1f-8740-68eb8a685174 · outbound

This paper cites an unresolved cited work.

Safe Policy Improvement with Soft Baseline Bootstrapping Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-05-24T23:05:04.392767Z

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 873ebf49-9e4f-4439-a929-e5ed63bc1f3c · outbound

This paper cites an unresolved cited work.

Safe Policy Improvement with Soft Baseline Bootstrapping Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-05-24T23:05:04.389288Z

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 5898f589-414c-405d-a425-a7c7da098dc0 · outbound

This paper cites an unresolved cited work.

Safe Policy Improvement with Soft Baseline Bootstrapping Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-05-24T23:05:04.385942Z

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 466c0278-f4f6-4fb9-95be-0395fa32f838 · outbound

This paper cites 36 Kimia Nadjahi, Romain Laroche, Rémi Tachet des Combes C Helicopter experiment details C.1 Details about the helicopter environment See (Laroche et al., 2019, Appendix D.1).

Safe Policy Improvement with Soft Baseline Bootstrapping 36 Kimia Nadjahi, Romain Laroche, Rémi Tachet des Combes C Helicopter experiment details C.1 Details about the helicopter environment See (Laroche et al., 2019, Appendix D.1)

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T23:05:04.381981Z

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 6fd93133-3b2d-474b-a290-641b412a2724 · outbound

This paper cites Compute the pseudo-counts.

Safe Policy Improvement with Soft Baseline Bootstrapping Compute the pseudo-counts

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T23:05:04.378153Z

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 9bdcebed-659c-42e0-a449-e4cbf5b94089 · outbound

This paper cites The networks are trained for 2k passes on the dataset, and are fully converged by that time.

Safe Policy Improvement with Soft Baseline Bootstrapping The networks are trained for 2k passes on the dataset, and are fully converged by that time

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T23:05:04.374424Z

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 188e7712-c9d8-4a9f-8e49-2b56434a01fb · outbound

This paper cites Inspired from Joelle Pineau’s talk at NeurIPS 2018 about repro- ducible, reusable, and robust Reinforcement Learning 1, we intend to also make our work reusable and reproducible.

Safe Policy Improvement with Soft Baseline Bootstrapping Inspired from Joelle Pineau’s talk at NeurIPS 2018 about repro- ducible, reusable, and robust Reinforcement Learning 1, we intend to also make our work reusable and reproducible

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T23:05:04.370647Z

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 d33bc358-75d1-4aee-80f9-a18371bc9d32 · outbound

This paper cites – A complete proof of the claim.

Safe Policy Improvement with Soft Baseline Bootstrapping – A complete proof of the claim

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T23:05:04.366606Z

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.

Pith citing papers

Observation 68480f1f-6c15-4afc-8f2b-858eda5a12ad · inbound

Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems cites this paper.

Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Safe Policy Improvement with Soft Baseline Bootstrapping

Reference 245

Resolution: verified exact; arxiv_id, observed 2026-07-04T23:47:07.415046Z

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.