Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T15:04:38.869043Z
Paper Citation Record · LEDGER
Pragmatic Policy Development via Interpretable Behavior Cloning
As of 9 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.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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.