Paper Citation Record · LEDGER

History Rhymes: Accelerating LLM Reinforcement Learning with RhymeRL

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 19 inbound Pith citation observations for arXiv:2508.18588.

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

pith.paper-citation-record.v1
2508.18588 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 19 of 19 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 19 of 19 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T06:25:47.766365Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T23:59:07.264671Z

Reference resolution

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External citation measurements

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Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 3800836e-76ec-4e92-a022-d6015b1b7204 · inbound

RLBoost: Harvesting Preemptible Resources for Cost-Efficient Reinforcement Learning on LLMs cites this paper.

RLBoost: Harvesting Preemptible Resources for Cost-Efficient Reinforcement Learning on LLMs History Rhymes: Accelerating LLM Reinforcement Learning with RhymeRL

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-18T05:30:55.188214Z

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 8c2c3fe3-f660-4953-838a-d78764c03ecb · inbound

Seer: Online Context Learning for Fast Synchronous LLM Reinforcement Learning cites this paper.

Seer: Online Context Learning for Fast Synchronous LLM Reinforcement Learning History Rhymes: Accelerating LLM Reinforcement Learning with RhymeRL

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-17T20:40:14.503471Z

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 a46dc5c9-5719-4b7b-b5d7-0787bff3f378 · inbound

StaleFlow: Staleness-Aware Data Management for Mitigating Data Skewness in Fully Disaggregated RL Post-Training cites this paper.

StaleFlow: Staleness-Aware Data Management for Mitigating Data Skewness in Fully Disaggregated RL Post-Training History Rhymes: Accelerating LLM Reinforcement Learning with RhymeRL

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T06:25:47.766365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96d1c965-bc1d-46f9-bcf6-a69040c52b5e · inbound

ECHO-2: A Large-Scale Distributed Rollout Framework for Cost-Efficient Reinforcement Learning cites this paper.

ECHO-2: A Large-Scale Distributed Rollout Framework for Cost-Efficient Reinforcement Learning History Rhymes: Accelerating LLM Reinforcement Learning with RhymeRL

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T05:32:40.894045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11ab2c75-bcae-42df-a493-f22c02e03898 · inbound

TensorHub: Scalable and Elastic Weight Transfer for LLM RL Training cites this paper.

TensorHub: Scalable and Elastic Weight Transfer for LLM RL Training History Rhymes: Accelerating LLM Reinforcement Learning with RhymeRL

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-11T07:11:00.608168Z

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 ff08c0c9-878f-4727-9471-72957cf6f468 · inbound

DORA: A Scalable Asynchronous Reinforcement Learning System for Language Model Training cites this paper.

DORA: A Scalable Asynchronous Reinforcement Learning System for Language Model Training History Rhymes: Accelerating LLM Reinforcement Learning with RhymeRL

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:46:26.419119Z

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 104cac29-2996-4b38-bdab-8afba1fa7e39 · inbound

ROSE: Rollout On Serving GPUs via Cooperative Elasticity for Agentic RL cites this paper.

ROSE: Rollout On Serving GPUs via Cooperative Elasticity for Agentic RL History Rhymes: Accelerating LLM Reinforcement Learning with RhymeRL

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-11T21:31:15.958221Z

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 2cbc7f6b-7da4-453e-aaa2-1a48b797e015 · inbound

ROSE: Rollout On Serving GPUs via Cooperative Elasticity for Agentic RL cites this paper.

ROSE: Rollout On Serving GPUs via Cooperative Elasticity for Agentic RL History Rhymes: Accelerating LLM Reinforcement Learning with RhymeRL

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-21T08:39:53.249603Z

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 83ad0f94-1742-4f74-8d6c-1ba0c29dea2f · inbound

Gradient Extrapolation-Based Policy Optimization cites this paper.

Gradient Extrapolation-Based Policy Optimization History Rhymes: Accelerating LLM Reinforcement Learning with RhymeRL

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-11T03:55:56.750695Z

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 d1022d61-df46-4f6c-ae73-1317e9940e9f · inbound

Experience Sharing in Mutual Reinforcement Learning for Heterogeneous Language Models cites this paper.

Experience Sharing in Mutual Reinforcement Learning for Heterogeneous Language Models History Rhymes: Accelerating LLM Reinforcement Learning with RhymeRL

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-11T04:00:55.193120Z

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 ea386b91-1233-496f-a36f-0bf3911ab6ef · inbound

BubbleSpec: Turning Long-Tail Bubbles into Speculative Rollout Drafts for Synchronous Reinforcement Learning cites this paper.

BubbleSpec: Turning Long-Tail Bubbles into Speculative Rollout Drafts for Synchronous Reinforcement Learning History Rhymes: Accelerating LLM Reinforcement Learning with RhymeRL

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:01:30.843384Z

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 77dc928c-00a6-4bbd-84a0-7c3ee9de34c7 · inbound

AIS: Adaptive Importance Sampling for Quantized RL cites this paper.

AIS: Adaptive Importance Sampling for Quantized RL History Rhymes: Accelerating LLM Reinforcement Learning with RhymeRL

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-15T03:14:52.805415Z

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 69499fa6-ac48-494e-8c0b-ac469511e626 · inbound

AstraFlow: Dataflow-Oriented Reinforcement Learning for Agentic LLMs cites this paper.

AstraFlow: Dataflow-Oriented Reinforcement Learning for Agentic LLMs History Rhymes: Accelerating LLM Reinforcement Learning with RhymeRL

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-20T20:13:43.860135Z

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 073c2ca5-8078-4af1-94ba-be90e8adc967 · inbound

How Off-Policy Can GRPO Be? Mu-GRPO for Efficient LLM Reinforcement Learning cites this paper.

How Off-Policy Can GRPO Be? Mu-GRPO for Efficient LLM Reinforcement Learning History Rhymes: Accelerating LLM Reinforcement Learning with RhymeRL

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-20T13:43:19.700305Z

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 e0c15d7d-b9b1-4f87-aee3-ca0310a88838 · inbound

Libra: Efficient Resource Management for Agentic RL Post-Training cites this paper.

Libra: Efficient Resource Management for Agentic RL Post-Training History Rhymes: Accelerating LLM Reinforcement Learning with RhymeRL

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-07-02T02:16:27.228306Z

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 e157f5db-02dd-4ea5-8329-034ddbea5d8c · inbound

Harnessing Routing Foresight for Micro-step-level MoE load balancing in RL Post-training cites this paper.

Harnessing Routing Foresight for Micro-step-level MoE load balancing in RL Post-training History Rhymes: Accelerating LLM Reinforcement Learning with RhymeRL

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-07-03T12:58:08.759839Z

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 6ef0ae08-8da4-46f6-abff-172ecf02e0b6 · inbound

EfficientRollout: System-Aware Self-Speculative Decoding for RL Rollouts cites this paper.

EfficientRollout: System-Aware Self-Speculative Decoding for RL Rollouts History Rhymes: Accelerating LLM Reinforcement Learning with RhymeRL

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-07-03T23:59:07.266551Z

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 4dd1f559-4df5-4ea8-9935-c44e2eaa6a7e · inbound

Bidirectional Resource Scheduling for Disaggregated and Asynchronous RL Post-Training cites this paper.

Bidirectional Resource Scheduling for Disaggregated and Asynchronous RL Post-Training History Rhymes: Accelerating LLM Reinforcement Learning with RhymeRL

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-13T04:42:35.589143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f176268-ebbb-498f-a953-8ba9718194a7 · inbound

QLPO: Quadrant-weighted Sampling for Length-aware Policy Optimization cites this paper.

QLPO: Quadrant-weighted Sampling for Length-aware Policy Optimization History Rhymes: Accelerating LLM Reinforcement Learning with RhymeRL

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T06:48:18.067189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.