Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-09T17:31:58.425533Z
Paper Citation Record · LEDGER
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation
As of 19 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 1 inbound Pith citation observation for arXiv:2502.00870.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-11T11:25:50.602184Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-11T11:25:51.226584Z
Reference resolution
58 of 58 outbound references displayed
- verified exact0
- verified fuzzy7
- unresolved50
- parse uncertain0
- malformed identifier1
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation b97ce03b-67fe-41d4-9dfb-13b57bac94df · outbound
This paper cites an unresolved cited work.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T17:31:59.106951Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3c292e61-145a-4175-b212-c1cd852f5378 · outbound
This paper cites an unresolved cited work.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T17:31:59.095841Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5b196c5d-158e-4335-9baa-a68c056b54f8 · outbound
This paper cites OpenAI Gym.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation OpenAI Gym
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T17:31:58.207707Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d1126db9-5bab-4e55-a34e-18eafb005f13 · outbound
This paper cites an unresolved cited work.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T17:31:59.084621Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f8741767-cb6a-4c14-9214-8b8e54b353cb · outbound
This paper cites an unresolved cited work.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T17:31:59.073682Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation dbda2a6c-cc9d-4354-9b88-2b7c4d7b8ce0 · outbound
This paper cites an unresolved cited work.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Unresolved cited work
Reference 6
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-09T17:31:58.220259Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 34a16894-c5da-4f59-a72a-6fb9c490e4b4 · outbound
This paper cites an unresolved cited work.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T17:31:59.062202Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ee50c94e-15fc-4d6d-bd31-7a6056efc6f7 · outbound
This paper cites an unresolved cited work.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T17:31:59.050438Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b3bcea4b-a175-4c08-a27e-1e919fa4970d · outbound
This paper cites an unresolved cited work.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T17:31:59.039210Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 41634c53-34ff-4888-8aaa-04d1f54b36d6 · outbound
This paper cites FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T17:31:58.236005Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bd0b92a4-b859-4b77-968b-f02f0d22de33 · outbound
This paper cites an unresolved cited work.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T17:31:59.027642Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation bdc586ec-283d-464d-9a56-ca44d0454d97 · outbound
This paper cites an unresolved cited work.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T17:31:59.016436Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5c85e29c-58bf-4dbf-b323-160361033203 · outbound
This paper cites an unresolved cited work.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Unresolved cited work
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T17:31:58.247929Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3a9d9b2c-25fd-4df8-8435-93219d405ea3 · outbound
This paper cites an unresolved cited work.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T17:31:58.996852Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e3e7e635-0428-4e4d-8746-e9dd90600dbe · outbound
This paper cites an unresolved cited work.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Unresolved cited work
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T17:31:58.255711Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 61df8393-0644-4ee0-9568-a5f9d9e14c17 · outbound
This paper cites Distilling the Knowledge in a Neural Network.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Distilling the Knowledge in a Neural Network
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T17:31:58.259556Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 13823ccd-a14b-4244-968b-fd05fa4b85fd · outbound
This paper cites an unresolved cited work.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T17:31:58.977841Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4dca1744-71f3-48fc-a042-2a1b211f3ebf · outbound
This paper cites an unresolved cited work.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T17:31:58.966881Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation fd76266e-a387-47c3-8bbd-2d876ec7c242 · outbound
This paper cites an unresolved cited work.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T17:31:58.955546Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 9a01fb5a-bed3-4196-ade2-241dba36d7be · outbound
This paper cites an unresolved cited work.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T17:31:58.943874Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 60e0a0d9-24fa-46c5-8126-8850bc6f954f · outbound
This paper cites an unresolved cited work.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T17:31:58.920768Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 00317cb7-3fef-4b8b-bcc2-be5badf2dba8 · outbound
This paper cites Adam: A Method for Stochastic Optimization.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Adam: A Method for Stochastic Optimization
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T17:31:58.285592Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1ab93efb-5daf-4d5e-8994-8bdbe05014a5 · outbound
This paper cites FedMD: Heterogenous Federated Learning via Model Distillation.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation FedMD: Heterogenous Federated Learning via Model Distillation
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T17:31:58.289813Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ad867f9-897f-45ff-ab22-71b6d3efdf4f · outbound
This paper cites an unresolved cited work.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T17:31:58.909459Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 1278d98b-f9e8-4934-b187-893cefe50b6c · outbound
This paper cites an unresolved cited work.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T17:31:58.896788Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 930d8d1d-e56c-46f5-abac-663877e78352 · outbound
This paper cites an unresolved cited work.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T17:31:58.884381Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c3f16ce6-7cdd-4983-9480-af081099980b · outbound
This paper cites CAESAR: Enhancing Federated RL in Heterogeneous MDPs through Convergence-Aware Sampling with Screening.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation CAESAR: Enhancing Federated RL in Heterogeneous MDPs through Convergence-Aware Sampling with Screening
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T17:31:58.304920Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eaec9fa6-f2e6-4ad2-a42a-0b418292b5fb · outbound
This paper cites an unresolved cited work.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T17:31:58.872226Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5a10a953-c197-4bd2-8f65-696442f513e3 · outbound
This paper cites Asynchronous Methods for Deep Reinforcement Learning.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Asynchronous Methods for Deep Reinforcement Learning
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T17:31:58.313102Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 19aa02b9-d3c8-4f92-8ca4-e1a2c21c002b · outbound
This paper cites an unresolved cited work.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T17:31:58.859464Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation fdb6345f-0262-46ba-b648-223abc158f38 · outbound
This paper cites an unresolved cited work.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T17:31:58.834122Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 889744e9-7b95-4024-887d-88b1fdd60615 · outbound
This paper cites an unresolved cited work.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T17:31:58.822700Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 6e8b90f3-cd7c-4714-afbf-e9ab320c1755 · outbound
This paper cites Reddi, Ahmed Hefny, Suvrit Sra, Barnabas Poczos, and Alex Smola.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Reddi, Ahmed Hefny, Suvrit Sra, Barnabas Poczos, and Alex Smola
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T17:31:58.811112Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation cdec8aac-6a9c-45c7-acff-63564435e191 · outbound
This paper cites Policy Distillation.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Policy Distillation
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T17:31:58.340982Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bc4984e2-774d-4f92-af02-db4aaa69c518 · outbound
This paper cites an unresolved cited work.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T17:31:58.783624Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 7ca1a4f2-933a-4520-999e-01a8a60d669e · outbound
This paper cites an unresolved cited work.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Unresolved cited work
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T17:31:58.348564Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 01c854df-64a4-4ed6-bca9-cddebac40343 · outbound
This paper cites an unresolved cited work.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Unresolved cited work
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T17:31:58.356450Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7be6b9fc-cf7d-4414-9482-3ff91d2e6734 · outbound
This paper cites an unresolved cited work.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T17:31:58.742943Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 81768005-7d30-4ced-bbe4-2effeb50ba4e · outbound
This paper cites an unresolved cited work.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T17:31:58.731072Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 266406d9-3f4a-4abd-99ea-572d6b5a6aaa · outbound
This paper cites an unresolved cited work.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Unresolved cited work
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T17:31:58.371544Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 49005417-1d1c-4439-a2c7-67748cca9e8c · outbound
This paper cites an unresolved cited work.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Unresolved cited work
Reference 41
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T17:31:58.711850Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 7551c5ef-83e6-42d5-b1a6-864f82309463 · outbound
This paper cites an unresolved cited work.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Unresolved cited work
Reference 42
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T17:31:58.700392Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0956b8bc-e9ef-41c0-bb10-f4b93860eb6b · outbound
This paper cites an unresolved cited work.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Unresolved cited work
Reference 43
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T17:31:58.688160Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3963498e-c196-47c3-8a67-60dd524647d7 · outbound
This paper cites an unresolved cited work.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Unresolved cited work
Reference 44
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T17:31:58.675407Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 75c89570-a232-405c-b6a4-8878bf499542 · outbound
This paper cites an unresolved cited work.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Unresolved cited work
Reference 45
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T17:31:58.664220Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation d8f9c2d6-318c-4f18-a73c-ba3101503936 · outbound
This paper cites an unresolved cited work.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Unresolved cited work
Reference 46
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T17:31:58.653345Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation fa793a0e-54cc-4875-a5f7-a1fec141cc9a · outbound
This paper cites an unresolved cited work.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Unresolved cited work
Reference 47
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T17:31:58.642045Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 21ae6a97-5327-49f1-9898-c68097ac6f19 · outbound
This paper cites an unresolved cited work.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Unresolved cited work
Reference 48
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T17:31:58.630283Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 7f27f11f-b3c9-48c0-9453-b2c8982c0f08 · outbound
This paper cites Gower, and Alessandro Lazaric.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Gower, and Alessandro Lazaric
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T17:31:58.617086Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ce916336-016b-46d5-a3b0-1fae83a39697 · outbound
This paper cites an unresolved cited work.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Unresolved cited work
Reference 50
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T17:31:58.604904Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 77ef1d6d-9688-4ae1-9b54-b564a2548ef8 · outbound
This paper cites an unresolved cited work.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Unresolved cited work
Reference 51
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T17:31:58.593116Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 47d57751-ed93-4d64-a834-6a703a02d40c · outbound
This paper cites an unresolved cited work.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Unresolved cited work
Reference 52
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T17:31:58.581699Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0e91414d-b1b1-49f0-a94a-dfc29e52f2d5 · outbound
This paper cites ∑︁ 𝑠,𝑎 𝜋𝜃(𝑎|𝑠) log 𝜋𝜃(𝑎|𝑠) 𝜋𝑔𝑙𝑜𝑏𝑎𝑙(𝑎|𝑠) !# = ∑︁ 𝑠,𝑎.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation ∑︁ 𝑠,𝑎 𝜋𝜃(𝑎|𝑠) log 𝜋𝜃(𝑎|𝑠) 𝜋𝑔𝑙𝑜𝑏𝑎𝑙(𝑎|𝑠) !# = ∑︁ 𝑠,𝑎
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T17:31:58.569969Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 6fb14700-28d9-4a4d-9ca0-f0b377859a55 · outbound
This paper cites In International Conference on Machine Learning, Vol.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation In International Conference on Machine Learning, Vol
Reference 2015
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T17:31:58.762795Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation cc6b1b71-7592-492f-8203-8bb9d815f3e4 · outbound
This paper cites In Interna- tional Conference on Machine Learning , Vol.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation In Interna- tional Conference on Machine Learning , Vol
Reference 2016
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T17:31:58.796382Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0aadf7e7-0560-4af0-a151-3d09739a8a44 · outbound
This paper cites Proximal Policy Optimization Algorithms.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Proximal Policy Optimization Algorithms
Reference 2017
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T17:31:58.360002Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 92abb098-efad-426e-bbe7-1f40c7896dc2 · outbound
This paper cites In AAMAS 2019, Vol.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation In AAMAS 2019, Vol
Reference 2019
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T17:31:58.846851Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 8cc9f15d-0834-4581-b28b-25c4dff52a8c · outbound
This paper cites Nature Machine Intelligence 4, 12 (2022), 1077–1087.
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation Nature Machine Intelligence 4, 12 (2022), 1077–1087
Reference 2022
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T17:31:58.932760Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Pith citing papers
Observation da2cd6fa-b2b4-4fce-bd98-b31164f1695f · inbound
FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF cites this paper.
FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation
Reference 14
- Resolution
- verified exact
- local_arxiv, observed 2026-08-11T11:25:51.232401Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.