Paper Citation Record · LEDGER

"So, Tell Me About Your Policy...": Distillation of interpretable policies from Deep Reinforcement Learning agents

As of 10 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 1 inbound Pith citation observation for arXiv:2507.07848.

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

pith.paper-citation-record.v1
2507.07848 v2

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:36:43.205768Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T15:01:52.583181Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T11:16:11.205349Z

Reference resolution

34 of 34 outbound references displayed

verified exact3
verified fuzzy7
unresolved22
parse uncertain0
malformed identifier2
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 95f26998-1e1a-4156-a40e-5a588965f3ad · outbound

This paper cites Exploratory Not Explanatory: Counterfactual Analysis of Saliency Maps for Deep Reinforcement Learning.

"So, Tell Me About Your Policy...": Distillation of interpretable policies from Deep Reinforcement Learning agents Exploratory Not Explanatory: Counterfactual Analysis of Saliency Maps for Deep Reinforcement Learning

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-06T18:36:44.309466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f6f4d27e-7671-4d63-9e53-ab4d21e4f298 · outbound

This paper cites an unresolved cited work.

"So, Tell Me About Your Policy...": Distillation of interpretable policies from Deep Reinforcement Learning agents Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:36:46.273991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 104725c9-b729-4cfc-8cd3-4f41033a0f4a · outbound

This paper cites Bastani, Y.

"So, Tell Me About Your Policy...": Distillation of interpretable policies from Deep Reinforcement Learning agents Bastani, Y

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:36:46.087533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 27e70747-2d56-420a-baef-1cbe2d3e9fd6 · outbound

This paper cites an unresolved cited work.

"So, Tell Me About Your Policy...": Distillation of interpretable policies from Deep Reinforcement Learning agents Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T18:36:40.793229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0e22369-6a5d-41d8-b013-eff8da762ef3 · outbound

This paper cites XGBoost: A Scalable Tree Boosting System.

"So, Tell Me About Your Policy...": Distillation of interpretable policies from Deep Reinforcement Learning agents XGBoost: A Scalable Tree Boosting System

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T18:36:40.967804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23ecd545-926a-4970-8040-937706c6b044 · outbound

This paper cites an unresolved cited work.

"So, Tell Me About Your Policy...": Distillation of interpretable policies from Deep Reinforcement Learning agents Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:36:45.889984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 489c0ef0-f354-42e1-a11a-235f990ce760 · outbound

This paper cites Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey.

"So, Tell Me About Your Policy...": Distillation of interpretable policies from Deep Reinforcement Learning agents Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T18:36:41.113929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16701200-0bf9-4c6f-9939-32dcf01d684c · outbound

This paper cites Ernst, P.

"So, Tell Me About Your Policy...": Distillation of interpretable policies from Deep Reinforcement Learning agents Ernst, P

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:36:45.687095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 656f1846-0d53-4fbf-813d-e5f41bd200be · outbound

This paper cites Limit Order Books.

"So, Tell Me About Your Policy...": Distillation of interpretable policies from Deep Reinforcement Learning agents Limit Order Books

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-06T18:36:44.062766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6ba3920d-a826-461d-bcb6-cbd1bffb587c · outbound

This paper cites Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor.

"So, Tell Me About Your Policy...": Distillation of interpretable policies from Deep Reinforcement Learning agents Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T18:36:41.411462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e656d7bd-221f-4f68-a2ca-59e5cc2fcdf0 · outbound

This paper cites Generative Adversarial Imitation Learning.

"So, Tell Me About Your Policy...": Distillation of interpretable policies from Deep Reinforcement Learning agents Generative Adversarial Imitation Learning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T18:36:41.470280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77dba5d7-122a-4f18-b8ce-95e62973adcf · outbound

This paper cites Scaling Laws for Neural Language Models.

"So, Tell Me About Your Policy...": Distillation of interpretable policies from Deep Reinforcement Learning agents Scaling Laws for Neural Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T18:36:41.556842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7b17c13-5645-4e65-b605-f3a140014281 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

"So, Tell Me About Your Policy...": Distillation of interpretable policies from Deep Reinforcement Learning agents Adam: A Method for Stochastic Optimization

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T18:36:41.595975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47703804-323e-4b65-ac94-1eba4ec94ead · outbound

This paper cites Likmeta, A.

"So, Tell Me About Your Policy...": Distillation of interpretable policies from Deep Reinforcement Learning agents Likmeta, A

Reference 15

Resolution: malformed identifier; no resolver link, observed 2026-08-06T18:36:41.687392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70293423-5513-4844-baa7-0a4d62ec54de · outbound

This paper cites A Unified Approach to Interpreting Model Predictions.

"So, Tell Me About Your Policy...": Distillation of interpretable policies from Deep Reinforcement Learning agents A Unified Approach to Interpreting Model Predictions

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T18:36:41.924890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bacba575-7fc9-4467-99da-ea6302ffcf9b · outbound

This paper cites Madumal, T.

"So, Tell Me About Your Policy...": Distillation of interpretable policies from Deep Reinforcement Learning agents Madumal, T

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:36:45.257069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c154b661-19aa-4164-b508-bee8ded4520d · outbound

This paper cites Milani, N.

"So, Tell Me About Your Policy...": Distillation of interpretable policies from Deep Reinforcement Learning agents Milani, N

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T18:36:42.087560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c056548-b9df-4bf5-807d-18451ced58ad · outbound

This paper cites Playing Atari with Deep Reinforcement Learning.

"So, Tell Me About Your Policy...": Distillation of interpretable policies from Deep Reinforcement Learning agents Playing Atari with Deep Reinforcement Learning

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T18:36:42.181918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4690ba5-7521-406e-aae4-ab9fa632357d · outbound

This paper cites Pirotta, M.

"So, Tell Me About Your Policy...": Distillation of interpretable policies from Deep Reinforcement Learning agents Pirotta, M

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:36:45.047639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f085db74-bd2b-42a6-a196-1ac52e376e34 · outbound

This paper cites Raffin, A.

"So, Tell Me About Your Policy...": Distillation of interpretable policies from Deep Reinforcement Learning agents Raffin, A

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:36:44.908894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation cb27aa3c-4d3d-4bda-9c18-0f555ee3d69e · outbound

This paper cites Ross and D.

"So, Tell Me About Your Policy...": Distillation of interpretable policies from Deep Reinforcement Learning agents Ross and D

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:36:44.783928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 486bbe3a-042f-4a19-9e8f-de5fcefde6d3 · outbound

This paper cites A Reduction of Imitation Learning and Structured Prediction to No-Regret Online Learning.

"So, Tell Me About Your Policy...": Distillation of interpretable policies from Deep Reinforcement Learning agents A Reduction of Imitation Learning and Structured Prediction to No-Regret Online Learning

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T18:36:42.485427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c55ec9d5-e171-4c49-9c7f-1b1f518d4003 · outbound

This paper cites Policy Distillation.

"So, Tell Me About Your Policy...": Distillation of interpretable policies from Deep Reinforcement Learning agents Policy Distillation

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T18:36:42.537434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d18e3e25-e6a1-490b-8443-d6213004d448 · outbound

This paper cites an unresolved cited work.

"So, Tell Me About Your Policy...": Distillation of interpretable policies from Deep Reinforcement Learning agents Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T18:36:42.598639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 388688a3-fd09-4b5b-949f-687de9beb5a0 · outbound

This paper cites Silver, A.

"So, Tell Me About Your Policy...": Distillation of interpretable policies from Deep Reinforcement Learning agents Silver, A

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:36:44.645786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e95d96f0-0bdb-4331-b3d0-b4e332e00e93 · outbound

This paper cites an unresolved cited work.

"So, Tell Me About Your Policy...": Distillation of interpretable policies from Deep Reinforcement Learning agents Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T18:36:42.779161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1eb5a81-083f-4518-aecf-1bafe7294808 · outbound

This paper cites an unresolved cited work.

"So, Tell Me About Your Policy...": Distillation of interpretable policies from Deep Reinforcement Learning agents Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:36:44.445279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 089f3cf2-aea5-43ee-9f2f-e3b3a05e0edb · outbound

This paper cites Gymnasium: A Standard Interface for Reinforcement Learning Environments.

"So, Tell Me About Your Policy...": Distillation of interpretable policies from Deep Reinforcement Learning agents Gymnasium: A Standard Interface for Reinforcement Learning Environments

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T18:36:42.916690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e26d1c88-95fd-4fcf-8e06-47c21d96bc1e · outbound

This paper cites an unresolved cited work.

"So, Tell Me About Your Policy...": Distillation of interpretable policies from Deep Reinforcement Learning agents Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T18:36:43.159262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b86bce2e-9fc8-48d8-aea1-7379b5bca79b · outbound

This paper cites an unresolved cited work.

"So, Tell Me About Your Policy...": Distillation of interpretable policies from Deep Reinforcement Learning agents Unresolved cited work

Reference 33

Resolution: malformed identifier; no resolver link, observed 2026-08-06T18:36:43.205768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87dc3488-3b3b-4306-bec0-a90966db9e2b · outbound

This paper cites Programmatically Interpretable Reinforcement Learning.

"So, Tell Me About Your Policy...": Distillation of interpretable policies from Deep Reinforcement Learning agents Programmatically Interpretable Reinforcement Learning

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T18:36:43.074284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69b28478-8241-419b-8742-e5a319229a82 · outbound

This paper cites an unresolved cited work.

"So, Tell Me About Your Policy...": Distillation of interpretable policies from Deep Reinforcement Learning agents Unresolved cited work

Reference 2005

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:36:45.437240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 84856176-ead1-4ab0-afb5-719450b71aec · outbound

This paper cites Toward Interpretable Deep Reinforcement Learning with Linear Model U-Trees.

"So, Tell Me About Your Policy...": Distillation of interpretable policies from Deep Reinforcement Learning agents Toward Interpretable Deep Reinforcement Learning with Linear Model U-Trees

Reference 2018

Resolution: verified exact; local_arxiv, observed 2026-08-06T18:36:43.680643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e18f7011-50c9-4c5c-a035-9cb088ecb4d3 · outbound

This paper cites Deep Reinforcement Learning for Active High Frequency Trading.

"So, Tell Me About Your Policy...": Distillation of interpretable policies from Deep Reinforcement Learning agents Deep Reinforcement Learning for Active High Frequency Trading

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-06T18:36:40.897742Z

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Unavailable: canonical work link unavailable.

Pith citing papers

Observation 7bde5198-5a12-4239-a8ec-c2bba0cf3aba · inbound

Selecting Feature Interactions for Generalized Additive Models by Distilling Foundation Models cites this paper.

Selecting Feature Interactions for Generalized Additive Models by Distilling Foundation Models "So, Tell Me About Your Policy...": Distillation of interpretable policies from Deep Reinforcement Learning agents

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-11T11:16:11.210837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.