Paper Citation Record · LEDGER

Pragmatic Policy Development via Interpretable Behavior Cloning

As of 20 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2507.17056.

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

pith.paper-citation-record.v1
2507.17056 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:04:38.869043Z

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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 fuzzy6
unresolved7
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b0ab8493-e16b-49a2-ba25-e39cd2af6e56 · outbound

This paper cites Following (Matsson et al., 2024a), we restricted the analysis to classes of DMARDs rather than individ- ual drugs.

Pragmatic Policy Development via Interpretable Behavior Cloning Following (Matsson et al., 2024a), we restricted the analysis to classes of DMARDs rather than individ- ual drugs

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:04:38.961367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1d254811-2815-4910-899a-99d12207bd4b · outbound

This paper cites The Doctor Just Won't Accept That!.

Pragmatic Policy Development via Interpretable Behavior Cloning The Doctor Just Won't Accept That!

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T15:04:38.842866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7884742-40dd-4060-ab59-e0556f900d3f · outbound

This paper cites an unresolved cited work.

Pragmatic Policy Development via Interpretable Behavior Cloning Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:04:38.953006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 80477ffe-2319-429d-afda-65fcc8901c8c · outbound

This paper cites For the other methods—DQN, BCQ, and CQL— we used the implementation provided by Luo et al.

Pragmatic Policy Development via Interpretable Behavior Cloning For the other methods—DQN, BCQ, and CQL— we used the implementation provided by Luo et al

Reference 8

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T15:04:38.944333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d409f753-1c02-4ca4-ab51-45312fdba3bd · outbound

This paper cites Behavioural cloning for driving robots over rough terrain.

Pragmatic Policy Development via Interpretable Behavior Cloning Behavioural cloning for driving robots over rough terrain

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:04:38.986896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d4132ec1-52da-45e4-ba46-67765db35e5c · outbound

This paper cites Conservative Q-Improvement: Reinforcement Learning for an Interpretable Decision-Tree Policy.

Pragmatic Policy Development via Interpretable Behavior Cloning Conservative Q-Improvement: Reinforcement Learning for an Interpretable Decision-Tree Policy

Reference 1983

Resolution: unresolved; no resolver link, observed 2026-08-06T15:04:38.852237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 056f7f80-8196-40e6-867b-e795428858a7 · outbound

This paper cites Deep Reinforcement Learning for Sepsis Treatment.

Pragmatic Policy Development via Interpretable Behavior Cloning Deep Reinforcement Learning for Sepsis Treatment

Reference 2000

Resolution: unresolved; no resolver link, observed 2026-08-06T15:04:38.849175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4641c43b-3c3a-47de-86f6-3ade251ed508 · outbound

This paper cites Distilling deep rein- forcement learning policies in soft decision trees.

Pragmatic Policy Development via Interpretable Behavior Cloning Distilling deep rein- forcement learning policies in soft decision trees

Reference 2014

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:04:39.003648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation af3dd4ac-89ef-411e-840f-26d72d465e11 · outbound

This paper cites Smolen, Robert B.M.

Pragmatic Policy Development via Interpretable Behavior Cloning Smolen, Robert B.M

Reference 2016

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:04:38.977980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 27778344-32cf-4392-a7e1-e54db046e05b · outbound

This paper cites Off-policy deep reinforcement learning without ex- ploration.

Pragmatic Policy Development via Interpretable Behavior Cloning Off-policy deep reinforcement learning without ex- ploration

Reference 2018

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:04:38.995325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 467fabfc-7175-4e64-8fb1-6d1efb5a2c63 · outbound

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

Pragmatic Policy Development via Interpretable Behavior Cloning Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-06T15:04:38.839728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b01d28c9-5d7b-4357-9db7-b5ef5a5cc74c · outbound

This paper cites Measuring Calibration in Deep Learning.

Pragmatic Policy Development via Interpretable Behavior Cloning Measuring Calibration in Deep Learning

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-06T15:04:38.845945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8677122e-7a88-4289-ba20-b9c7e9dcdc09 · outbound

This paper cites Datasets Our experimental evaluation was based on two dis- tinct datasets related to the management of rheuma- toid arthritis (RA) and sepsis.

Pragmatic Policy Development via Interpretable Behavior Cloning Datasets Our experimental evaluation was based on two dis- tinct datasets related to the management of rheuma- toid arthritis (RA) and sepsis

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:04:38.970031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 22e4a638-523a-46ca-bf1f-f1a50b3792db · outbound

This paper cites Evaluating Reinforcement Learning Algorithms in Observational Health Settings.

Pragmatic Policy Development via Interpretable Behavior Cloning Evaluating Reinforcement Learning Algorithms in Observational Health Settings

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T15:04:38.836400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.