Paper Citation Record · LEDGER

Optimal Return-to-Go Guided Decision Transformer for Auto-Bidding in Advertisement

As of 7 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2506.21956.

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

pith.paper-citation-record.v1
2506.21956 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:21:09.912027Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+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

18 of 18 outbound references displayed

verified exact2
verified fuzzy0
unresolved15
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 44e9c28b-125b-4e93-a170-e7ae3460abc9 · outbound

This paper cites an unresolved cited work.

Optimal Return-to-Go Guided Decision Transformer for Auto-Bidding in Advertisement Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T22:21:08.715313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c3b8d43-fd53-412f-9982-445260aab7dc · outbound

This paper cites an unresolved cited work.

Optimal Return-to-Go Guided Decision Transformer for Auto-Bidding in Advertisement Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:21:11.729101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation feddb1ef-7c7c-4ba4-a012-da56074fdd5c · outbound

This paper cites an unresolved cited work.

Optimal Return-to-Go Guided Decision Transformer for Auto-Bidding in Advertisement Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:21:11.586487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 89499bf4-0a9d-4f27-af82-33cdb578ae5e · outbound

This paper cites A Field Guide for Pacing Budget and ROS Constraints.

Optimal Return-to-Go Guided Decision Transformer for Auto-Bidding in Advertisement A Field Guide for Pacing Budget and ROS Constraints

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T22:21:08.958264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c218aa23-fe6f-44b2-99de-8a10664227d3 · outbound

This paper cites an unresolved cited work.

Optimal Return-to-Go Guided Decision Transformer for Auto-Bidding in Advertisement Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:21:11.435907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9d3ee8eb-25de-469a-9b4b-b40c15e53e24 · outbound

This paper cites Deep Transformer Q-Networks for Partially Observable Reinforcement Learning.

Optimal Return-to-Go Guided Decision Transformer for Auto-Bidding in Advertisement Deep Transformer Q-Networks for Partially Observable Reinforcement Learning

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T22:21:09.115676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa309c63-1ae8-4c78-a252-070f5d1b7b6d · outbound

This paper cites an unresolved cited work.

Optimal Return-to-Go Guided Decision Transformer for Auto-Bidding in Advertisement Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:21:11.351055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b50027c2-959b-44e1-b1cd-e5f79acae0c7 · outbound

This paper cites an unresolved cited work.

Optimal Return-to-Go Guided Decision Transformer for Auto-Bidding in Advertisement Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:21:11.241575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 27cadc19-4e63-496d-ad85-080074268e3e · outbound

This paper cites Offline Reinforcement Learning with Implicit Q-Learning.

Optimal Return-to-Go Guided Decision Transformer for Auto-Bidding in Advertisement Offline Reinforcement Learning with Implicit Q-Learning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T22:21:09.288423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 446ffd6e-e1a3-43e6-be9c-10ca1f587042 · outbound

This paper cites an unresolved cited work.

Optimal Return-to-Go Guided Decision Transformer for Auto-Bidding in Advertisement Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:21:11.145114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a984b419-6b31-4ec7-808e-af51433949ed · outbound

This paper cites Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems.

Optimal Return-to-Go Guided Decision Transformer for Auto-Bidding in Advertisement Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T22:21:09.454104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73965059-c6ee-4db4-9e13-4c8252dd370b · outbound

This paper cites Efficient Transformers in Reinforcement Learning using Actor-Learner Distillation.

Optimal Return-to-Go Guided Decision Transformer for Auto-Bidding in Advertisement Efficient Transformers in Reinforcement Learning using Actor-Learner Distillation

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-06T22:21:10.396679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c95691fb-3fb3-43cb-a9f9-93d6de7b6f67 · outbound

This paper cites Multi-Platform Budget Management in Ad Markets with Non-IC Auctions.

Optimal Return-to-Go Guided Decision Transformer for Auto-Bidding in Advertisement Multi-Platform Budget Management in Ad Markets with Non-IC Auctions

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-06T22:21:10.270045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 35ff9dc2-305d-4d46-b66c-df206c95d871 · outbound

This paper cites an unresolved cited work.

Optimal Return-to-Go Guided Decision Transformer for Auto-Bidding in Advertisement Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:21:11.025818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 106703e6-3889-4ece-a61c-109628052860 · outbound

This paper cites an unresolved cited work.

Optimal Return-to-Go Guided Decision Transformer for Auto-Bidding in Advertisement Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:21:10.931651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 52ef573d-1f4d-417c-82ed-d3fb4f674019 · outbound

This paper cites an unresolved cited work.

Optimal Return-to-Go Guided Decision Transformer for Auto-Bidding in Advertisement Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:21:10.789317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a847cceb-282f-4b38-9519-b77e18deb2be · outbound

This paper cites an unresolved cited work.

Optimal Return-to-Go Guided Decision Transformer for Auto-Bidding in Advertisement Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:21:10.663238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation dd167ba2-3f29-40b7-9e76-be7a2fa3ca05 · outbound

This paper cites Transformer Based Reinforcement Learning For Games.

Optimal Return-to-Go Guided Decision Transformer for Auto-Bidding in Advertisement Transformer Based Reinforcement Learning For Games

Reference 2019

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T22:21:10.175990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Pith citing papers

No inbound Pith citation observations are available.