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Paper Citation Record · LEDGER

PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning

As of 19 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2606.00395.

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

pith.paper-citation-record.v1
2606.00395 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-28T23:03:33.237334Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

47 of 47 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved47
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 601e7952-ff9f-4d10-926d-5ab1274b2eb1 · outbound

This paper cites an unresolved cited work.

PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning Unresolved cited work

Reference 1

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no resolver link, observed 2026-06-28T23:03:33.237334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-28T23:03:33.237334Z digest=sha256:f724d7c02abe6014ca3406a7bb054131421fe501001bbfd79ad0adb8502d6222

Observation c7d0c6b3-d701-40f1-a0bc-237fa1d8f5db · outbound

This paper cites Beyond Ten Turns: Unlocking Long-Horizon Agentic Search with Large-Scale Asynchronous.

PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning Beyond Ten Turns: Unlocking Long-Horizon Agentic Search with Large-Scale Asynchronous

Reference 2

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no resolver link, observed 2026-06-28T23:03:33.237334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-28T23:03:33.237334Z digest=sha256:ae90eb293d4c23dd78d897814331f8bcd432b80591c5e7d3816f0be840bf72ed

Observation 7a7abaf1-2ea5-4633-911f-3f67b25653f4 · outbound

This paper cites slime: An.

PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning slime: An

Reference 3

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no resolver link, observed 2026-06-28T23:03:33.237334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-28T23:03:33.237334Z digest=sha256:822a2dfabcc002997e0bffa7d81c8375874c8bd1fd90aa1d28d872af5d2eaf18

Observation 2e63d7da-9204-4200-ab18-6dbb853e081b · outbound

This paper cites International Conference on Machine Learning (ICML) , url =.

PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning International Conference on Machine Learning (ICML) , url =

Reference 4

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no resolver link, observed 2026-06-28T23:03:33.237334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-28T23:03:33.237334Z digest=sha256:b5ad802c0fb322eadd3a2504bf5b1dbd6878cee047c0ead5ebbd1367d67f0c4f

Observation 47ae4722-f129-4ce9-aad7-1d823a2e4fbc · outbound

This paper cites an unresolved cited work.

PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning Unresolved cited work

Reference 5

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no resolver link, observed 2026-06-28T23:03:33.237334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-28T23:03:33.237334Z digest=sha256:4f608bae6d14bff9b5640606a44807beacc7da47503f4b0c029d84caaf029394

Observation c84ac317-b665-4137-85c0-93e4ddf16f66 · outbound

This paper cites Stabilizing Reinforcement Learning with.

PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning Stabilizing Reinforcement Learning with

Reference 6

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no resolver link, observed 2026-06-28T23:03:33.237334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-28T23:03:33.237334Z digest=sha256:5c77be2025f5336453dc0a45f54027fba25490bfa1ec5fcb6889e7b03c196ffa

Observation 5e2effac-5341-43d1-af86-e40dd58cb075 · outbound

This paper cites an unresolved cited work.

PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning Unresolved cited work

Reference 7

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unresolved
no resolver link, observed 2026-06-28T23:03:33.237334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-28T23:03:33.237334Z digest=sha256:67063ace4b990cedf4cca13f878e0814fb34b6415482883d4653bddb433877c4

Observation 240c0077-57fc-4228-8e40-471898fb3be6 · outbound

This paper cites Defending.

PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning Defending

Reference 8

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no resolver link, observed 2026-06-28T23:03:33.237334Z

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source=arxiv_source observed=2026-06-28T23:03:33.237334Z digest=sha256:42b79a325e527484250ac294c10cf0055ecf48e7b68530e2cecf634f24b2b03e

Observation 77688741-6861-47d9-903e-ea09aa5689bc · outbound

This paper cites an unresolved cited work.

PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning Unresolved cited work

Reference 9

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no resolver link, observed 2026-06-28T23:03:33.237334Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-06-28T23:03:33.237334Z digest=sha256:2518e9136bb0fdd839435e4f49aaef6769bda0bc0c951bb3e428289461d1a133

Observation 1719ae6c-acc1-476e-8663-01ff2fdac7b3 · outbound

This paper cites an unresolved cited work.

PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning Unresolved cited work

Reference 10

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no resolver link, observed 2026-06-28T23:03:33.237334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-28T23:03:33.237334Z digest=sha256:490f63d62cdd86ff9eaa61794560eee7cdb1d33a919fbb6ff9f90c722c721c67

Observation 4cbbddf5-fbcf-48c3-bb0f-6e870167d03e · outbound

This paper cites an unresolved cited work.

PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning Unresolved cited work

Reference 11

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no resolver link, observed 2026-06-28T23:03:33.237334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-28T23:03:33.237334Z digest=sha256:b5172d61e9a0fa751e3d00143084f06ebcbb2d9dc89f691c4284a141492bbcb2

Observation 459bc508-b22b-47d6-b769-083143fb4ac6 · outbound

This paper cites arXiv preprint (arXiv) , url =.

PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning arXiv preprint (arXiv) , url =

Reference 12

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no resolver link, observed 2026-06-28T23:03:33.237334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-28T23:03:33.237334Z digest=sha256:51c8fc57fa56ea0d02a195cbacc98500efe1424322887d769bd3dcedfc6c2747

Observation 778e182d-8048-438e-a116-69aa5f840faa · outbound

This paper cites Journal of Machine Learning Research (JMLR) , url =.

PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning Journal of Machine Learning Research (JMLR) , url =

Reference 13

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-28T23:03:33.237334Z digest=sha256:e76052b8e5299e954054a12d317ac92c917b3f31906a9918a0dd4c23e1c2e566

Observation b8b9df27-b1b2-4316-942b-6d6e37e869a1 · outbound

This paper cites arXiv preprint (arXiv) , url =.

PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning arXiv preprint (arXiv) , url =

Reference 14

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no resolver link, observed 2026-06-28T23:03:33.237334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-28T23:03:33.237334Z digest=sha256:33e80c3f57d96b22fa5a87914d09e35bd52061c92b9a5b28f925e422da6391f9

Observation 729ff318-5bd6-47ce-acf0-669e10d27bd0 · outbound

This paper cites arXiv preprint (arXiv) , url =.

PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning arXiv preprint (arXiv) , url =

Reference 15

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no resolver link, observed 2026-06-28T23:03:33.237334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-28T23:03:33.237334Z digest=sha256:fe4b22fb4391d15a6df4d16afb6f16792e0d9b2de4f7a584db15c1f6de1e7dcd

Observation c21f113c-72ef-40dc-b834-96c2ab9ebb42 · outbound

This paper cites International Conference on Learning Representations (ICLR) , url =.

PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning International Conference on Learning Representations (ICLR) , url =

Reference 16

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no resolver link, observed 2026-06-28T23:03:33.237334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-28T23:03:33.237334Z digest=sha256:5190d3298cd6eedb519638cc9fa9ac40984b421ffdddc377776cbbf1ba2a8483

Observation 65188976-c90a-476f-8a85-64ae12ad7c5e · outbound

This paper cites an unresolved cited work.

PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning Unresolved cited work

Reference 17

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no resolver link, observed 2026-06-28T23:03:33.237334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-28T23:03:33.237334Z digest=sha256:54dd8980820531ecac032d5534d19805ed90c0a351407a19d80ba5811532faef

Observation b3775b59-6df0-403c-a7e7-5ebe4f56417e · outbound

This paper cites Stabilizing.

PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning Stabilizing

Reference 18

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no resolver link, observed 2026-06-28T23:03:33.237334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-28T23:03:33.237334Z digest=sha256:f62c39770245da847979521664d369132276f829eeb6761224513f01ea2e4cb4

Observation 2fe2a281-041d-4044-87b2-36d6ac7b4ab5 · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , url =.

PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning Advances in Neural Information Processing Systems (NeurIPS) , url =

Reference 19

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-28T23:03:33.237334Z digest=sha256:48fb8f19d9d92f220d79e62c3b5ae0813bc5f620296bd7fe342db094b8bfbbb5

Observation 25195920-6be6-452f-8e1c-8d2b35a9e9c9 · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , url =.

PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning Advances in Neural Information Processing Systems (NeurIPS) , url =

Reference 20

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no resolver link, observed 2026-06-28T23:03:33.237334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-28T23:03:33.237334Z digest=sha256:404b3b2aed7eff22301e4687e1ef984d0991c158c59f66c97f207c6230c65972

Observation 0b0d4a15-d775-4d9b-baa9-f169218cfb8c · outbound

This paper cites an unresolved cited work.

PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning Unresolved cited work

Reference 21

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no resolver link, observed 2026-06-28T23:03:33.237334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-28T23:03:33.237334Z digest=sha256:425810ce1037415b9f5ef8846ad30c5ed7b87f976ddf725dcae635a3a86603b5

Observation a8ef2bc4-7d55-4743-a5b7-ad6978df68fa · outbound

This paper cites an unresolved cited work.

PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning Unresolved cited work

Reference 22

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no resolver link, observed 2026-06-28T23:03:33.237334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-28T23:03:33.237334Z digest=sha256:00268482f8ac3bda6fbb26bc5fda3150d64fa99572f6ab2724436f1e1810bd26

Observation 35d97435-f3da-4814-b735-d600be395e99 · outbound

This paper cites arXiv preprint (arXiv) , url =.

PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning arXiv preprint (arXiv) , url =

Reference 23

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no resolver link, observed 2026-06-28T23:03:33.237334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-28T23:03:33.237334Z digest=sha256:2ae9e0a2906115c8e1d3a7d7d23e0291b9f4ff655d5f5bcb31831727f0d5046d

Observation 7172752c-57c1-41c8-9215-27976de89835 · outbound

This paper cites arXiv preprint (arXiv) , url =.

PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning arXiv preprint (arXiv) , url =

Reference 24

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-28T23:03:33.237334Z digest=sha256:df5543641c895f63ef3d4476154f7b9473f6e1f99dfb807756f2f6d98525d122

Observation b1562903-fe2f-4712-b97d-d74ce4afc91b · outbound

This paper cites an unresolved cited work.

PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning Unresolved cited work

Reference 25

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-28T23:03:33.237334Z digest=sha256:a9ba360b14229c8c5a58e4e60dcce47168b885af784746bccd5f414e14de1a42

Observation a3eb42c1-b0cb-4376-8097-7772a3e6349f · outbound

This paper cites an unresolved cited work.

PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning Unresolved cited work

Reference 26

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-28T23:03:33.237334Z digest=sha256:faddaf763692cab5b4589579e7d79efbc4fd334367407fa24fc02ee075d3c56e

Observation 6babb518-1682-4db7-b2d7-827a73138dc3 · outbound

This paper cites an unresolved cited work.

PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning Unresolved cited work

Reference 27

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source=arxiv_source observed=2026-06-28T23:03:33.237334Z digest=sha256:d98bae5acf9e99518f149fed0df543ba448735322d83699e8cfc35c5528ee5e8

Observation 526f135b-3b7a-42de-a930-62be2b1e83ef · outbound

This paper cites an unresolved cited work.

PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning Unresolved cited work

Reference 28

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-28T23:03:33.237334Z digest=sha256:bb350d9fe6989a3bac0071351c9b151d3f6f288eb44d26e8c83f6829c1de79fb

Observation 0cf921ba-2ec8-4e86-b57a-498f7c728c2b · outbound

This paper cites an unresolved cited work.

PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning Unresolved cited work

Reference 29

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-28T23:03:33.237334Z digest=sha256:5e7784b995f3970bef8df349be787bac272b5adc024949256926fd325d6463ef

Observation 2826ed17-863e-40e5-81d9-6b4297b3f53d · outbound

This paper cites an unresolved cited work.

PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning Unresolved cited work

Reference 30

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-28T23:03:33.237334Z digest=sha256:a2704928b93a0737927a84630dbb5841b4b2ff938351eb9cc942706176c859c3

Observation 89e27bea-b2bd-4cee-82c4-db6a38e3e5df · outbound

This paper cites and others , journal =.

PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning and others , journal =

Reference 31

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-28T23:03:33.237334Z digest=sha256:39ea8c6eff19642f76cbbaf6a913b071b25cd32087fdaae9d2b95b34639dd6b5

Observation 74a6dd20-9d35-4b77-8db6-df35c8bbd535 · outbound

This paper cites American Invitational Mathematics Examination (.

PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning American Invitational Mathematics Examination (

Reference 32

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-28T23:03:33.237334Z digest=sha256:1398a8506889e683885531647689d66f9c412c931d04dffda0965aaf6c403b5d

Observation 6d401a0d-11c7-4d00-89df-577fe26b39ed · outbound

This paper cites arXiv preprint (arXiv) , url =.

PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning arXiv preprint (arXiv) , url =

Reference 33

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-28T23:03:33.237334Z digest=sha256:06c7479a3106a9de3eee2328f38738f6bdf2e1682f9066987693eac2dd95ec91

Observation 5d73dcbf-24c8-4dce-b828-c1c1a5068b7d · outbound

This paper cites arXiv preprint (arXiv) , url =.

PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning arXiv preprint (arXiv) , url =

Reference 34

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-28T23:03:33.237334Z digest=sha256:86a7f5f166a70c0d08392b7b570d83f1d2c1a1907e17eec7f021c02ca7302168

Observation 72d1ed1f-78c3-4c55-9ffc-21e6651171cd · outbound

This paper cites arXiv preprint (arXiv) , url =.

PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning arXiv preprint (arXiv) , url =

Reference 35

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-28T23:03:33.237334Z digest=sha256:ec5af931cd7453f515587704895618ffdd7fb48683a4edfc4641fe55802487c8

Observation 8d214d24-ebe8-4338-97a0-01f55971c26c · outbound

This paper cites Your Efficient.

PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning Your Efficient

Reference 36

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-28T23:03:33.237334Z digest=sha256:4cb9661d24c2973233f913e7ca3180875922c77cd0f4b97b9cea67054898c0b1

Observation abdb81dd-df3c-4f24-9458-cb460a174cbe · outbound

This paper cites an unresolved cited work.

PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning Unresolved cited work

Reference 37

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-28T23:03:33.237334Z digest=sha256:4a4d4b29458e40f07a0cbc3c0e17a52987f29ccba94f2808de8dcf065fca3e36

Observation 55ed2b01-107f-4635-b093-a27ea831ea9f · outbound

This paper cites and Bai, Yu and Baker, Bowen and Bao, Haiming and others , journal =.

PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning and Bai, Yu and Baker, Bowen and Bao, Haiming and others , journal =

Reference 38

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-28T23:03:33.237334Z digest=sha256:25a873dfec88787b15db6d7e462dbb5a0a671398ae26d478163d6085394386ce

Observation 1c515916-535a-4e4a-8646-18b30c371fe3 · outbound

This paper cites arXiv preprint (arXiv) , url =.

PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning arXiv preprint (arXiv) , url =

Reference 39

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no resolver link, observed 2026-06-28T23:03:33.237334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-28T23:03:33.237334Z digest=sha256:58e78af618d9636852b9cb77dad53c990e5d33acb7017e70d7fc806b0c40b06d

Observation 467b8cf3-06de-40df-93ab-3d9aa37371fb · outbound

This paper cites International Conference on Learning Representations (ICLR) , url =.

PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning International Conference on Learning Representations (ICLR) , url =

Reference 40

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no resolver link, observed 2026-06-28T23:03:33.237334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-28T23:03:33.237334Z digest=sha256:85847ad72b5488047e4c2e64b2ee972a18d524014bd133e41fa55e484653349c

Observation 930d112d-c8aa-4e12-b5db-dd8b0a01ad38 · outbound

This paper cites Neural Information Processing Systems Workshop (NeurIPS Workshop) , url =.

PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning Neural Information Processing Systems Workshop (NeurIPS Workshop) , url =

Reference 41

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no resolver link, observed 2026-06-28T23:03:33.237334Z

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source=arxiv_source observed=2026-06-28T23:03:33.237334Z digest=sha256:42f0422dcd3b4c7c849c7d4200886c00afe33ef29e5f3f0d07c6021ed6fd889d

Observation 01763920-0046-4856-b915-e2479e3c17b4 · outbound

This paper cites Sparse Backpropagation for.

PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning Sparse Backpropagation for

Reference 42

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no resolver link, observed 2026-06-28T23:03:33.237334Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-06-28T23:03:33.237334Z digest=sha256:517f0fac73adcde410a772e317b11220a9cc078bf0e40c455ae5a510ecc4a895

Observation 6e35df0f-7ba5-410b-8597-a3810479b054 · outbound

This paper cites an unresolved cited work.

PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning Unresolved cited work

Reference 43

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no resolver link, observed 2026-06-28T23:03:33.237334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-28T23:03:33.237334Z digest=sha256:c5f3828455fe00fc8eda0e113e3a07e1eb5401e649b71169f39c2a4f18072805

Observation 3fd1ac46-89ed-4d82-b8e9-40f3446ea941 · outbound

This paper cites International Conference on Machine Learning (ICML) , url =.

PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning International Conference on Machine Learning (ICML) , url =

Reference 44

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unresolved
no resolver link, observed 2026-06-28T23:03:33.237334Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-06-28T23:03:33.237334Z digest=sha256:02c8fb98d05a5443f67b10d27de1d89c920996d0ced61d514e32bd12af612ed7

Observation b29c460c-5c60-4433-9ec7-56ceaa365e56 · outbound

This paper cites Harder Task Needs More Experts: Dynamic Routing in.

PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning Harder Task Needs More Experts: Dynamic Routing in

Reference 45

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no resolver link, observed 2026-06-28T23:03:33.237334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-28T23:03:33.237334Z digest=sha256:f132b67967d3e0f0af84651740b172a5ced99f3a0bd31cbe40fd5952917dadeb

Observation 9a7ae7dc-e47b-48d5-82c1-b7915fde82ed · outbound

This paper cites an unresolved cited work.

PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning Unresolved cited work

Reference 46

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no resolver link, observed 2026-06-28T23:03:33.237334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-28T23:03:33.237334Z digest=sha256:52ecc3646fb972e2f27c0c0c5667793ea3006c985c7d1ec988ae9edc6a144f86

Observation 72445849-fd78-46e3-a045-8366f555c94e · outbound

This paper cites Muon Is Scalable for.

PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning Muon Is Scalable for

Reference 47

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Source-reported events for the cited work

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source=arxiv_source observed=2026-06-28T23:03:33.237334Z digest=sha256:284928359103ad0e9210e3cf7d5deb298040e2a114156c6dd8435f1ef8c2a526

Pith citing papers

No inbound Pith citation observations are available.