Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T14:26:49.899186Z
Paper Citation Record · LEDGER
As of 17 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 0 inbound Pith citation observations for arXiv:2608.10402.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T14:26:49.899186Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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
61 of 61 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 82618e03-ec9b-4d8f-85ef-dc20e26b33cc · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling Qwen3-VL Technical Report
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a37e8fe2-00b4-40ae-8764-3407108ea365 · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling Concur: High-throughput agentic batch inference of llm via congestion-based concurrency control.arXiv preprint arXiv:2601.22705, 2026
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e67f34b9-c3c0-49db-b151-0b8bdc79881e · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling Fast llm post-training via decoupled and fastest-of-n speculation.arXiv preprint arXiv:2511.16193, 2025
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a8b5541e-3e30-436d-804b-0ed94e9d8c6e · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling MindSpeed RL: Distributed Dataflow for Scalable and Efficient RL Training on Ascend NPU Cluster
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1014d932-c40f-41b3-a3a5-eb2747449483 · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling AREAL: A large-scale asynchronous reinforcement learning system for language reasoning
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation f9e5f4ac-b803-4671-93e0-9a1951833aeb · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling Cost-Efficient large language model serving for multi-turn conversations with CachedAtten- tion
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b7ee8ca3-fbf3-4b11-a1f5-4904ed5c6dba · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling An empirical study on low gpu utilization of deep learn- ing jobs
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 64a2742a-af11-4671-8b65-3abe89dba088 · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling Better & Faster Large Language Models via Multi-token Prediction
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d08eb4d2-3e28-4c8e-a01b-4d1e8f17dbba · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling Elasticflow: An elastic server- less training platform for distributed deep learning
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 7bc8be89-b6cb-45ef-a78c-efe4d2c526b1 · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling AsyncFlow: An Asynchronous Streaming RL Framework for Efficient LLM Post-Training
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f7add97b-798b-4869-bf0e-3f8d1dbbc92c · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling OpenRLHF: A ray-based easy-to-use, scal- able and high-performance RLHF framework
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 7f4d7fc5-bdbb-48ba-ade2-1c8e8caf6eeb · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling Gpipe: Efficient training of giant neural networks us- ing pipeline parallelism
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a0b23b16-743e-47f9-ba03-65e301e64888 · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling Elastic resource sharing for distributed deep learning
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a127731c-6ccd-4b83-9fe7-4f108fa2508e · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling Efficient memory man- agement for large language model serving with page- dattention
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9795f78c-8429-4813-983d-7b4c611d7077 · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling Continuum: Efficient and Robust Multi-Turn LLM Agent Scheduling with KV Cache Time-to-Live
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cd8d188a-83ad-402e-abc1-9bd1375b2af0 · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling Chimera: efficiently training large-scale neural networks with bidirectional pipelines
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b8330ebb-a3bd-4d2c-baae-dffef575bc18 · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling Agentbench: Evaluating LLMs as agents
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 64555e3f-ef62-45fd-abea-d08ddec23249 · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling Visualagent- bench: Towards large multimodal models as visual foun- dation agents
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 1af656f2-25a5-4ceb-a0e1-8017fc5eccf9 · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling Devanur, Gregory R
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3c909a80-9959-4b17-88db-236fd036fd39 · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling Efficient large-scale language model training on gpu clusters using megatron-lm
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a0f7d344-c816-407f-8eef-4c942a486574 · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling Suffixdecoding: Extreme speculative decod- ing for emerging AI applications
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 9fe08512-db9c-41ca-aaf7-fbbd12e29f30 · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling Ganger, and Eric P
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a9f0904e-13d8-45f5-8f86-8d37bcd4faf8 · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling Seer: Online Context Learning for Fast Synchronous LLM Reinforcement Learning
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d1a760b-1e27-4f13-bd4a-b93df838e698 · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling Qwen2.5 Technical Report
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 861a0e83-9f51-4b29-8fcf-85b9b74ac108 · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling Qwen3.5: Towards native multimodal agents
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 53d8c996-065c-4da7-8db5-6129a75ddc4c · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling Transcending cost-quality tradeoff in agent serving via session-awareness
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c38ba17c-23f2-4a81-8932-c16c12b0a77f · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling Proximal Policy Optimization Algorithms
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1ac890ec-f01b-4a80-b899-49042c7a7e45 · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5f74ee9c-a882-4b13-8c00-8421c6d93ca1 · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling Laminar: A scalable asynchronous rl post-training framework.arXiv preprint arXiv:2510.12633, 2025
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 94624e24-24ed-4d71-bdfe-b2df374b4163 · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling Hybridflow: A flexible and efficient rlhf framework
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ffb682cc-fc5b-4c85-ba09-3d0a18a31f57 · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling ALFWorld: Aligning Text and Embodied Environments for Interactive Learning
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 5362262e-2030-46a4-9b86-aba806c480f9 · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling Learning to summarize with human feedback
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ffe025e8-6546-4c1c-b595-d37f1e8e413d · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9027aa32-a355-45a5-8d19-83cbf2209523 · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling dist_checkpointing package
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation e97b0279-a541-49bb-8d0a-ab5cc3144b80 · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling Efficient llm serving for agentic workflows: A data systems per- spective.arXiv preprint arXiv:2603.16104, 2026
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d3f8c0e2-a7c7-422a-b4db-813ce342a289 · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling ByteCheckpoint: A unified checkpointing system for large foundation model development
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e194027-7fbd-4cf7-816b-ace09f840c68 · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling Infinite Sampling: Efficient and Stable Grouped RL Training for Large Language Models
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fc4aea15-8dc9-442b-b4b3-c4ddd4697940 · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling AntMan: Dynamic scaling on GPU clus- ters for deep learning
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation e015e9d5-e1b4-4a04-a0d7-e9bbce5dfebc · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling OSWorld: Benchmarking multimodal agents for open-ended tasks in real com- puter environments
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 93117da0-00b7-4397-9739-f06f95b1711f · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling SGLang HiCache: Fast Hierarchical KV Caching with Your Favorite Storage Backends - LMSYS Blog — lmsys.org
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3747fd94-750a-4ed2-ae38-8d126c5224ec · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling AndroidLab: Training and systematic benchmarking of android autonomous agents
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 107ab895-44ea-43d7-98e8-b3bca806d12c · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling Webshop: Towards scalable real-world web interaction with grounded language agents
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 65fcf7fe-bfcc-4e0d-a664-627b964e77df · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling Orca: A distributed serving system for Transformer-Based generative mod- els
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation f0dd54f8-471a-4a31-977c-461f7e5375de · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling Agentrl: Scaling agentic reinforcement learning with a multi-turn, multi-task framework.arXiv preprint arXiv:2510.04206, 2025
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1e195668-74eb-4322-b738-7028388ef865 · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling Disttrain: Addressing model and data heterogeneity with disaggregated training for multimodal large lan- guage models
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ebef55f3-8373-4db4-bffa-12f0022db6d0 · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling PyTorch FSDP: Experiences on Scaling Fully Sharded Data Parallel
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cfbca248-5fad-47f7-bab6-7098562b483a · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling Gonzalez, Clark Bar- rett, and Ying Sheng
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b40f9a31-5406-48c1-9023-2c03fc277f36 · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling Dist- Serve: Disaggregating prefill and decoding for goodput- optimized large language model serving
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 5d24dedc-1a5d-462b-aecb-c1dfdfb56e90 · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling StreamRL: Scalable, Heterogeneous, and Elastic RL for LLMs with Disaggregated Stream Generation
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b8f8ec3c-5e0c-472d-ab32-fc7833d0c145 · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling Optimizing RLHF training for large language models with stage fusion
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation cced223d-ff58-4350-9685-1c550aa04213 · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling Webarena: A realistic web environment for building autonomous agents
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation f48ab19c-4ba3-4971-969e-1cb6f8234957 · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling April: Active partial rollouts in rein- forcement learning to tame long-tail generation.arXiv preprint arXiv:2509.18521, 2025
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0623726d-579b-472e-b113-fb7895237561 · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling Unresolved cited work
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e9d3c500-3dfb-4703-acc1-78e6a31f4664 · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling slime: An llm post-training framework for rl 16 scaling
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 334d27d8-f95e-48a6-8a89-b3d4ada1463f · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling Unresolved cited work
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 063689cd-de3e-4edd-9239-d6bf33e47d5b · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling Let k be the number of batches such that their arrival time a j+k−1≤T, capped by the maximum memory capacity
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 99e22228-0dc9-4c17-bb0e-ce676300afcf · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling The clock updates: T←T+t swap +k·tre f
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a13e2b58-cff4-48a8-b09d-4e63c5ec7a77 · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling The clock updates: T←T+t swap +k·(tact_f +tact_b)
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation e0d42c79-d469-45f7-84c7-38e0ab28d0b4 · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling Ccol evaluates to the final clock timeT
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 8b0c4894-8464-4b64-932a-1a0bfb8670b7 · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling Unresolved cited work
Reference 2021
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0fa814af-09eb-4619-8ccc-0596c3391f22 · outbound
TideRL: Boosting Agentic RL Goodput with Readiness-Aware Scheduling Unresolved cited work
Reference 2025
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.