Paper Citation Record · LEDGER

Permutation Equivariant Model-based Offline Reinforcement Learning for Auto-bidding

As of 23 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2506.17919.

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

pith.paper-citation-record.v1
2506.17919 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T19:07:38.823572Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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

31 of 31 outbound references displayed

verified exact2
verified fuzzy3
unresolved26
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6c9a735c-0702-44b0-bd9f-3f1c6d934cbb · outbound

This paper cites AWAC: Accelerating Online Reinforcement Learning with Offline Datasets.

Permutation Equivariant Model-based Offline Reinforcement Learning for Auto-bidding AWAC: Accelerating Online Reinforcement Learning with Offline Datasets

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T19:07:38.613927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66c7d3cc-8cd7-4546-8e17-271081e682e3 · outbound

This paper cites an unresolved cited work.

Permutation Equivariant Model-based Offline Reinforcement Learning for Auto-bidding Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:07:39.139624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8305ef4d-fc7e-4b98-939c-b5eb1e84f58c · outbound

This paper cites an unresolved cited work.

Permutation Equivariant Model-based Offline Reinforcement Learning for Auto-bidding Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:07:39.128500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9b024a8e-5051-45da-baad-b318ab94ee37 · outbound

This paper cites Are Equivariant Equilibrium Approximators Beneficial?.

Permutation Equivariant Model-based Offline Reinforcement Learning for Auto-bidding Are Equivariant Equilibrium Approximators Beneficial?

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-08-15T19:07:38.904535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d132c776-7558-4361-955f-55b5e47716d9 · outbound

This paper cites an unresolved cited work.

Permutation Equivariant Model-based Offline Reinforcement Learning for Auto-bidding Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:07:39.107589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 966c0fc3-1a75-4a85-9496-2cb9bfb35145 · outbound

This paper cites an unresolved cited work.

Permutation Equivariant Model-based Offline Reinforcement Learning for Auto-bidding Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T19:07:38.638216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9aeee586-3167-44df-95ac-fa450f89b864 · outbound

This paper cites an unresolved cited work.

Permutation Equivariant Model-based Offline Reinforcement Learning for Auto-bidding Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:07:39.091485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 62ced8d8-8ca8-462c-a991-0b98ef5e2e3d · outbound

This paper cites an unresolved cited work.

Permutation Equivariant Model-based Offline Reinforcement Learning for Auto-bidding Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T19:07:38.645885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fa23f8d-5084-4499-9b73-0378a81abda7 · outbound

This paper cites an unresolved cited work.

Permutation Equivariant Model-based Offline Reinforcement Learning for Auto-bidding Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T19:07:38.649197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44b37a85-98ca-4229-8970-830c2094c736 · outbound

This paper cites Model-Based Reinforcement Learning for Atari.

Permutation Equivariant Model-based Offline Reinforcement Learning for Auto-bidding Model-Based Reinforcement Learning for Atari

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T19:07:38.652889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9aa6efee-2e57-45d8-8f47-0c9e387ac027 · outbound

This paper cites an unresolved cited work.

Permutation Equivariant Model-based Offline Reinforcement Learning for Auto-bidding Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T19:07:38.656670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11a304bd-10be-4498-a3a4-ad00f6e549ce · outbound

This paper cites Offline Reinforcement Learning for Optimizing Production Bidding Policies.

Permutation Equivariant Model-based Offline Reinforcement Learning for Auto-bidding Offline Reinforcement Learning for Optimizing Production Bidding Policies

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-15T19:07:38.878906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2c7a592f-fcde-4e73-8359-530868d81043 · outbound

This paper cites 2016.Partially observed Markov decision processes.

Permutation Equivariant Model-based Offline Reinforcement Learning for Auto-bidding 2016.Partially observed Markov decision processes

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:07:39.063375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 02e9452a-a591-45df-b2cf-6aab2a1beb59 · outbound

This paper cites an unresolved cited work.

Permutation Equivariant Model-based Offline Reinforcement Learning for Auto-bidding Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T19:07:38.667283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6a728cd-64fc-4858-a375-62ea008d8d49 · outbound

This paper cites an unresolved cited work.

Permutation Equivariant Model-based Offline Reinforcement Learning for Auto-bidding Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T19:07:38.670634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5714bdcc-06ca-40d6-80d2-c6fd381920dc · outbound

This paper cites Permutation Invariant Policy Optimization for Mean-Field Multi-Agent Reinforcement Learning: A Principled Approach.

Permutation Equivariant Model-based Offline Reinforcement Learning for Auto-bidding Permutation Invariant Policy Optimization for Mean-Field Multi-Agent Reinforcement Learning: A Principled Approach

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T19:07:38.674036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f46eaf1f-d0ad-424c-bae1-ac6e9dd8e492 · outbound

This paper cites Algorithmic Framework for Model-based Deep Reinforcement Learning with Theoretical Guarantees.

Permutation Equivariant Model-based Offline Reinforcement Learning for Auto-bidding Algorithmic Framework for Model-based Deep Reinforcement Learning with Theoretical Guarantees

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T19:07:38.677278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b70198a-5d92-44df-bc60-844ee2a2e167 · outbound

This paper cites an unresolved cited work.

Permutation Equivariant Model-based Offline Reinforcement Learning for Auto-bidding Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:07:39.038606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 63725100-d07b-4911-ac06-bebe6d71608b · outbound

This paper cites an unresolved cited work.

Permutation Equivariant Model-based Offline Reinforcement Learning for Auto-bidding Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:07:39.025560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 65e87d89-c6e6-40b4-9123-846ce4acbdb4 · outbound

This paper cites an unresolved cited work.

Permutation Equivariant Model-based Offline Reinforcement Learning for Auto-bidding Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:07:39.014063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0efda12a-7b7f-42b8-954a-ae41367bed87 · outbound

This paper cites an unresolved cited work.

Permutation Equivariant Model-based Offline Reinforcement Learning for Auto-bidding Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:07:39.002940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 39ce0aa8-ab52-4446-b441-d7c7434f81ff · outbound

This paper cites an unresolved cited work.

Permutation Equivariant Model-based Offline Reinforcement Learning for Auto-bidding Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:07:38.991818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 50a2064b-3c8a-41d9-bf8d-50718fb6f9db · outbound

This paper cites an unresolved cited work.

Permutation Equivariant Model-based Offline Reinforcement Learning for Auto-bidding Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:07:38.981116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 184afc48-f3d2-4378-8854-e603a70e9520 · outbound

This paper cites an unresolved cited work.

Permutation Equivariant Model-based Offline Reinforcement Learning for Auto-bidding Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T19:07:38.698841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c5a124d-1ef3-4b9d-8d51-80a5eac12b7f · outbound

This paper cites an unresolved cited work.

Permutation Equivariant Model-based Offline Reinforcement Learning for Auto-bidding Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T19:07:38.702785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef4ea996-c4b8-465f-a8f7-c65cafc9d10e · outbound

This paper cites an unresolved cited work.

Permutation Equivariant Model-based Offline Reinforcement Learning for Auto-bidding Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T19:07:38.706204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7946afc-d2dd-40fa-8ec5-9c44355adb81 · outbound

This paper cites an unresolved cited work.

Permutation Equivariant Model-based Offline Reinforcement Learning for Auto-bidding Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:07:38.952983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 90fc6174-b6e9-4965-a3e4-28d3702c604d · outbound

This paper cites an unresolved cited work.

Permutation Equivariant Model-based Offline Reinforcement Learning for Auto-bidding Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T19:07:38.815717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a9f8730-d35a-48fb-9d62-069329d49c27 · outbound

This paper cites an unresolved cited work.

Permutation Equivariant Model-based Offline Reinforcement Learning for Auto-bidding Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:07:38.936497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8c983ccf-161b-4112-9278-f72181464b3c · outbound

This paper cites HereX andY denote the contextual feature space of the advertiser and the impression opportunity, respectively.

Permutation Equivariant Model-based Offline Reinforcement Learning for Auto-bidding HereX andY denote the contextual feature space of the advertiser and the impression opportunity, respectively

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:07:38.925647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation badc1763-cb1e-4f4b-9816-6d7f84280829 · outbound

This paper cites InProceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems.

Permutation Equivariant Model-based Offline Reinforcement Learning for Auto-bidding InProceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:07:39.118456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Pith citing papers

No inbound Pith citation observations are available.