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Paper Citation Record · LEDGER

Buzz, Choose, Forget: A Meta-Bandit Framework for Bee-Like Decision Making

As of 8 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2510.16462.

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

pith.paper-citation-record.v1
2510.16462 v3

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T09:17:30.170666Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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 exact2
  • verified fuzzy0
  • unresolved18
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e25e69b5-2d46-4958-9322-df609afb118d · outbound

This paper cites Ashwood, Nicholas A.

Buzz, Choose, Forget: A Meta-Bandit Framework for Bee-Like Decision Making Ashwood, Nicholas A

Reference 1

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no resolver link, observed 2026-08-04T09:17:27.153035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation c2c40ae1-50e9-4294-9217-d659ae779617 · outbound

This paper cites Red range correspond to±σ(standard deviation).

Buzz, Choose, Forget: A Meta-Bandit Framework for Bee-Like Decision Making Red range correspond to±σ(standard deviation)

Reference 7

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:17:30.170666Z digest=sha256:05ed7a69c692b6b20b50134425507a8daee37f8cc10f9f3b6f2132b206e7669c

Observation 02cc5e4f-c1cf-440b-b3a7-54bd52d14102 · outbound

This paper cites A density estimation perspective on learning from pairwise human preferences.

Buzz, Choose, Forget: A Meta-Bandit Framework for Bee-Like Decision Making A density estimation perspective on learning from pairwise human preferences

Reference 8

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no resolver link, observed 2026-08-04T09:17:28.042778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:17:28.042778Z digest=sha256:5ef6991ccdad1ff1f508e517a5081bfc4433869d2f7693b342cb70bccb068487

Observation ab684fe2-0cd0-4ba8-832e-6179bb664e85 · outbound

This paper cites Sliding-Window Thompson Sampling for Non-Stationary Settings.

Buzz, Choose, Forget: A Meta-Bandit Framework for Bee-Like Decision Making Sliding-Window Thompson Sampling for Non-Stationary Settings

Reference 9

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metadata mismatch
local_arxiv, observed 2026-08-04T09:19:38.955441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-04T09:17:28.253117Z digest=sha256:e731194f6c9a7625ccb71c93a1767edf625f3983cbaf999f815d2a30a7f92311

Observation e2361ffe-9016-4921-958d-5abc65c71b6e · outbound

This paper cites Is Behavior Cloning All You Need? Understanding Horizon in Imitation Learning.

Buzz, Choose, Forget: A Meta-Bandit Framework for Bee-Like Decision Making Is Behavior Cloning All You Need? Understanding Horizon in Imitation Learning

Reference 10

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no resolver link, observed 2026-08-04T09:17:28.333910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:17:28.333910Z digest=sha256:4843e55b30a381aead1a71764e884c97c48587029a94af737e6779739025e676

Observation f688f604-dc15-4f08-9d79-57241c428af0 · outbound

This paper cites Scarlett R Howard, Aurore Avargu `es-Weber, Jair E Garcia, Andrew D Greentree, and Adrian G Dyer.

Buzz, Choose, Forget: A Meta-Bandit Framework for Bee-Like Decision Making Scarlett R Howard, Aurore Avargu `es-Weber, Jair E Garcia, Andrew D Greentree, and Adrian G Dyer

Reference 15

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no resolver link, observed 2026-08-04T09:17:29.113175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:17:29.113175Z digest=sha256:0ed7113aa73051d2ccca87a8e6d1919a5ba45bbe5236e14f3a730e4028dac50c

Observation 0ffb4609-b586-4054-8d51-06c4acfc2caf · outbound

This paper cites Reinforcement Learning as a Robotics-Inspired Framework for Insect Navigation: From Spatial Representations to Neural Implementation.

Buzz, Choose, Forget: A Meta-Bandit Framework for Bee-Like Decision Making Reinforcement Learning as a Robotics-Inspired Framework for Insect Navigation: From Spatial Representations to Neural Implementation

Reference 17

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:17:29.437656Z digest=sha256:157271673b26d60546924f8c4a3e1a15d37c116fd5e55153df665daaa08becc4

Observation 25afa2c9-c3c9-450d-8e95-e30030ac1485 · outbound

This paper cites 12 6 APPENDIX 6.1 DATASET DESCRIPTION In this dataset, bees are confronted to a numerical discrimination task.

Buzz, Choose, Forget: A Meta-Bandit Framework for Bee-Like Decision Making 12 6 APPENDIX 6.1 DATASET DESCRIPTION In this dataset, bees are confronted to a numerical discrimination task

Reference 23

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:17:29.957452Z digest=sha256:7766fa9c9ec4570e2a07cef5878eea0c009c0054aee79eb859a649080563188c

Observation 66cac8ea-82b7-422f-8129-7ad129f52d5f · outbound

This paper cites an unresolved cited work.

Buzz, Choose, Forget: A Meta-Bandit Framework for Bee-Like Decision Making Unresolved cited work

Reference 24

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malformed identifier
no resolver link, observed 2026-08-04T09:17:30.030198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:17:30.030198Z digest=sha256:44c024c73ab937c76cecaeef3a3c85c82bbb2781fb53cd8052a53e1faa585f5c

Observation d53f0cfb-ef83-4ea0-a0a1-52d3913a5703 · outbound

This paper cites Wenshuai Zhao, Jorge Pe ˜na Queralta, and Tomi Westerlund.

Buzz, Choose, Forget: A Meta-Bandit Framework for Bee-Like Decision Making Wenshuai Zhao, Jorge Pe ˜na Queralta, and Tomi Westerlund

Reference 1960

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no resolver link, observed 2026-08-04T09:17:29.887816Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:17:29.887816Z digest=sha256:07cbb3dfbcac5b54f7cdafee88daebfec0124a6ced05dfb7b2ff9ed0e0e8bf5f

Observation e3f7e786-347d-4594-a316-6bfd69f18cc9 · outbound

This paper cites Andreas Nieder.

Buzz, Choose, Forget: A Meta-Bandit Framework for Bee-Like Decision Making Andreas Nieder

Reference 1972

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:17:29.648890Z digest=sha256:3216e8300aab27446593c277e40a1c82b3be664252fd9490b96978e2578cc0c1

Observation aab3c126-0c6c-4e4e-8355-d95ecfe73639 · outbound

This paper cites Philippe Besse, Brendan Guillouet, Jean-Michel Loubes, and Royer Franc ¸ois.

Buzz, Choose, Forget: A Meta-Bandit Framework for Bee-Like Decision Making Philippe Besse, Brendan Guillouet, Jean-Michel Loubes, and Royer Franc ¸ois

Reference 2002

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unresolved
no resolver link, observed 2026-08-04T09:17:27.344428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:17:27.344428Z digest=sha256:4a1781efd22545a5e6c8cf65865a68943f0d9f0bd1e3f29015b48aa6168bfaa3

Observation f9f2c965-cbd6-4afe-8f23-c75e454cdbd2 · outbound

This paper cites Spectral Frank-Wolfe Algorithm: Strict Complementarity and Linear Convergence.

Buzz, Choose, Forget: A Meta-Bandit Framework for Bee-Like Decision Making Spectral Frank-Wolfe Algorithm: Strict Complementarity and Linear Convergence

Reference 2006

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unresolved
no resolver link, observed 2026-08-04T09:17:27.625427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:17:27.625427Z digest=sha256:3eac79b452d4867c90136cb7f7a6a210ad2bdebb5c8175b1e7ab9957008a3fe9

Observation 6a385d7a-d48c-4493-9b66-987456566669 · outbound

This paper cites URLhttp://www.jstor.org/stable/ 10.1086/603629.

Buzz, Choose, Forget: A Meta-Bandit Framework for Bee-Like Decision Making URLhttp://www.jstor.org/stable/ 10.1086/603629

Reference 2009

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verified exact
doi, observed 2026-08-04T09:19:39.651948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-04T09:17:27.451732Z digest=sha256:8990cde39db3877155d95c97e48334ebbe41a22b99170ab0381ecf8b2c25d91f

Observation 76fcefea-0aae-48eb-9961-fda087a7ecff · outbound

This paper cites Stephan Lochner, Daniel Honerkamp, Abhinav Valada, and Andrew D.

Buzz, Choose, Forget: A Meta-Bandit Framework for Bee-Like Decision Making Stephan Lochner, Daniel Honerkamp, Abhinav Valada, and Andrew D

Reference 2010

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no resolver link, observed 2026-08-04T09:17:29.255694Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:17:29.255694Z digest=sha256:0de629863af44d95afcd61651bdd4381cfdbb114159b8e949de2e5416732adf9

Observation bca3f45d-d9ff-4829-a942-c11a7d93992d · outbound

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

Buzz, Choose, Forget: A Meta-Bandit Framework for Bee-Like Decision Making A Reduction of Imitation Learning and Structured Prediction to No-Regret Online Learning

Reference 2011

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no resolver link, observed 2026-08-04T09:17:29.817666Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:17:29.817666Z digest=sha256:dbd91ddc5a9a1af24d273274f54828c37ad60d4b4aa438f7cd4c69575e2983f0

Observation fd869f38-9734-48b2-8db4-fc43f1574d6c · outbound

This paper cites doi: 10.1038/nature14422.

Buzz, Choose, Forget: A Meta-Bandit Framework for Bee-Like Decision Making doi: 10.1038/nature14422

Reference 2015

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no resolver link, observed 2026-08-04T09:17:27.962675Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:17:27.962675Z digest=sha256:668a414b485ba214535ff4f646b03b456c56bb2de22d8db00f2f32c323584600

Observation bae9d5e7-9dc1-4ee6-8cb1-2551b8d67e74 · outbound

This paper cites Generative Adversarial Imitation Learning.

Buzz, Choose, Forget: A Meta-Bandit Framework for Bee-Like Decision Making Generative Adversarial Imitation Learning

Reference 2016

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no resolver link, observed 2026-08-04T09:17:28.917496Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:17:28.917496Z digest=sha256:1cfdb029ff5399dd543852943ffb6156cad3310757494d5e6a3ab8f04ee6122d

Observation 036c2266-6438-457f-bf1f-ff3682a06b07 · outbound

This paper cites Learning Robust Rewards with Adversarial Inverse Reinforcement Learning.

Buzz, Choose, Forget: A Meta-Bandit Framework for Bee-Like Decision Making Learning Robust Rewards with Adversarial Inverse Reinforcement Learning

Reference 2018

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source=pdf_text observed=2026-08-04T09:17:28.438482Z digest=sha256:fb54556853d62f6bf2caf5b20fdf27eb28b15b508c8c3498647a118d892b8310

Observation 5c388952-d4a7-49ad-ac3b-ebbb877e4dc3 · outbound

This paper cites imitation: Clean Imitation Learning Implementations.

Buzz, Choose, Forget: A Meta-Bandit Framework for Bee-Like Decision Making imitation: Clean Imitation Learning Implementations

Reference 2022

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no resolver link, observed 2026-08-04T09:17:28.732432Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:17:28.732432Z digest=sha256:30ee45e36c19b2976cafbc14c32b58dd42334dcfca7312994598c4ea7d938ca0

Observation 3700e34e-74f5-4454-8a03-ad3c4f6e3b2e · outbound

This paper cites Deep reinforcement learning from human preferences.

Buzz, Choose, Forget: A Meta-Bandit Framework for Bee-Like Decision Making Deep reinforcement learning from human preferences

Reference 2023

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no resolver link, observed 2026-08-04T09:17:27.881670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:17:27.881670Z digest=sha256:e194cd4a9979fd7b0c42a2de70af4b780fec6173288b59a8653a4579ee2fec9a

Observation f9d46219-7c33-4b14-b8a2-72960df0f8a9 · outbound

This paper cites URL https://doi.org/10.3897/fmj.5.99103.

Buzz, Choose, Forget: A Meta-Bandit Framework for Bee-Like Decision Making URL https://doi.org/10.3897/fmj.5.99103

Reference 2024

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verified exact
doi, observed 2026-08-04T09:19:39.262481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-04T09:17:27.715151Z digest=sha256:3b45767943ea602a303ce4eb42d9252c40a607d9fdf21dc1ed971f7337016f7a

Pith citing papers

No inbound Pith citation observations are available.