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Paper Citation Record · LEDGER

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce

As of 19 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 0 inbound Pith citation observations for arXiv:2608.00102.

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

pith.paper-citation-record.v1
2608.00102 v1

Coverage vector

measured 64 of 64 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T01:23:16.576293Z

measured 64 of 64 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

64 of 64 outbound references displayed

  • verified exact2
  • verified fuzzy0
  • unresolved62
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 108f2ec6-ecb7-4c17-b901-d543457baa2f · outbound

This paper cites 2024 , eprint=.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce 2024 , eprint=

Reference 1

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no resolver link, observed 2026-08-04T01:23:11.999881Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:11.999881Z digest=sha256:e41c33cbf84b7b549f334f5bc4b103d067fd000f332286dac6d89f72e56c3046

Observation ea7ed443-06ea-438f-8929-f1057a976d36 · outbound

This paper cites 2025 , howpublished =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce 2025 , howpublished =

Reference 2

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no resolver link, observed 2026-08-04T01:23:12.021123Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:12.021123Z digest=sha256:9898c29830963983068317b9b5ba7007470be8f5b8f44db035af791b32c8920f

Observation aa7c477b-cd76-4a6c-968a-88a0c0e2e5ea · outbound

This paper cites 2025 , eprint=.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce 2025 , eprint=

Reference 4

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no resolver link, observed 2026-08-04T01:23:12.068797Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:12.068797Z digest=sha256:e60b9d3154bd5ff634f5278b739b27870d3735b39a575aaca17f16b146c4c98e

Observation ce8d31d0-d9f8-4449-bb37-ef83d1835350 · outbound

This paper cites 2025 , eprint=.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce 2025 , eprint=

Reference 5

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no resolver link, observed 2026-08-04T01:23:12.085155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:12.085155Z digest=sha256:3ec4d663e5c297df3bab084b67ee405b1b997ecae860ad8d5cf4255bb0f6db06

Observation af35b2b5-ef87-42ed-9d19-b1a9e319adec · outbound

This paper cites 2024 , eprint=.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce 2024 , eprint=

Reference 6

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no resolver link, observed 2026-08-04T01:23:12.109079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:12.109079Z digest=sha256:cb6eb10e4f1a4e2ea08aea92b46464a1595838ca8b5bdf4211640d7cbcf5536b

Observation 150b1e4b-3491-46b3-a4a1-ef5449873110 · outbound

This paper cites 2024 , eprint=.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce 2024 , eprint=

Reference 7

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no resolver link, observed 2026-08-04T01:23:12.143227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:12.143227Z digest=sha256:1cda1922e62b28e401736b83ca179badaf91fa6989c215de7638c826e6b3cdf2

Observation c30c7974-1067-4476-8cc3-daa376eb2b6f · outbound

This paper cites 2023 , eprint =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce 2023 , eprint =

Reference 10

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no resolver link, observed 2026-08-04T01:23:12.310114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:12.310114Z digest=sha256:5ee6fef71fb4f0a10db483122bf0e4b42aba0f811572e51e4ba5e8cd71a62750

Observation 138f8b16-4e41-4362-88fa-32b95f5d4a91 · outbound

This paper cites How Well Can.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce How Well Can

Reference 11

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no resolver link, observed 2026-08-04T01:23:12.380431Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:12.380431Z digest=sha256:16a58d94d828a54e690016a2e1939e9aa70a959b80ffb28afeab151ca491c5bf

Observation 378355ea-8848-4c00-80d2-2f81b38bd9d0 · outbound

This paper cites 2024 , eprint =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce 2024 , eprint =

Reference 12

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no resolver link, observed 2026-08-04T01:23:12.438229Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:12.438229Z digest=sha256:270e92a0eae5ed2d10329bebf3e89accd3e91618ebebd7454791a1021c27ffcb

Observation 4758cde7-892a-43c5-ab4b-4a2f60d49c97 · outbound

This paper cites 2024 , month =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce 2024 , month =

Reference 13

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verified exact
doi, observed 2026-08-04T01:23:25.453698Z

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.

source=arxiv_source observed=2026-08-04T01:23:12.460701Z digest=sha256:5872f007d64d70defb94d3893f172c14d4674f270cbd77aa26a4cec8b65d7bf5

Observation 1fb32602-1c66-43ed-b315-d081bc7b07d6 · outbound

This paper cites 2025 , eprint =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce 2025 , eprint =

Reference 14

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:12.484865Z digest=sha256:83e5375deae65e82f535f147a19ec5dc73657627f52d9bd431e8e3f93c514fea

Observation c1cf07dc-1ed2-4d02-a35d-1ab2d89224ad · outbound

This paper cites 2024 , howpublished =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce 2024 , howpublished =

Reference 15

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no resolver link, observed 2026-08-04T01:23:12.519938Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:12.519938Z digest=sha256:0b0bc916411adec26c958486390ed92e14832555277be14bf9c7e32f8be13a74

Observation 082e0ee1-7e5e-43cd-a9e9-0a8c87caf4af · outbound

This paper cites 2025 , eprint =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce 2025 , eprint =

Reference 16

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no resolver link, observed 2026-08-04T01:23:12.544694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:12.544694Z digest=sha256:e2f27217d519fbce3368b940eaa4c04003172171e2f67666de6ed1d3bcbd4444

Observation 59462197-7228-4441-ae6a-67c00aab1ca6 · outbound

This paper cites 2024 , eprint =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce 2024 , eprint =

Reference 18

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no resolver link, observed 2026-08-04T01:23:12.611802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:12.611802Z digest=sha256:5b21b34dfe3065f46fbe53336c9fb0c5228aac92639d81ec3f5fd68f6f05c162

Observation 86938826-ffe5-4c4f-b4b5-251b44da0fd8 · outbound

This paper cites 2022 , eprint =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce 2022 , eprint =

Reference 19

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no resolver link, observed 2026-08-04T01:23:12.634812Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:12.634812Z digest=sha256:9922e4fc899ef6a20633a16351efd05df7c665d53ace8487214f4a20aab3271c

Observation 7ccc82d8-abe6-433c-ab20-20e922e6ed63 · outbound

This paper cites 2026 , eprint =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce 2026 , eprint =

Reference 21

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no resolver link, observed 2026-08-04T01:23:12.700257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:12.700257Z digest=sha256:413c1da95176ec3713c4294d459292c52b2777e932583aeb1da61ff45fe022ca

Observation a7eea570-3a96-489b-9ddb-6fe16e9e306a · outbound

This paper cites American Economic Review , volume =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce American Economic Review , volume =

Reference 22

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no resolver link, observed 2026-08-04T01:23:12.726788Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:12.726788Z digest=sha256:5b437222dc57764ddf0b3c9df6c5988b6cea713186ed0563b356ba17a0fbd247

Observation b1ec086b-6f8c-4a2b-9f14-0a0bd3153724 · outbound

This paper cites The RAND Journal of Economics , volume =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce The RAND Journal of Economics , volume =

Reference 23

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no resolver link, observed 2026-08-04T01:23:12.783841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:12.783841Z digest=sha256:200808d063f8e45a96fb4da78e65f34f77cdbbd8643ce954f7f84a1f152d428e

Observation 0d156bdc-7608-48a3-bd72-3f0fe2e52ec1 · outbound

This paper cites Biometrika , volume =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Biometrika , volume =

Reference 24

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:12.859832Z digest=sha256:12314b825e724b4a4405869126dcdd767cc9d156c18dbaa41097d38415ee32bc

Observation 1922a060-273a-4106-9fd1-548b431ac34c · outbound

This paper cites SIAM Journal on Computing , volume =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce SIAM Journal on Computing , volume =

Reference 25

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no resolver link, observed 2026-08-04T01:23:12.933156Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:12.933156Z digest=sha256:7e37aa66815122edc066d00a550f9d5885239f556da1e37606c8b0dbf94dbdb2

Observation 3686058c-aa43-4cc8-98d5-80c28fda49e5 · outbound

This paper cites 44th Annual IEEE Symposium on Foundations of Computer Science (FOCS) , pages =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce 44th Annual IEEE Symposium on Foundations of Computer Science (FOCS) , pages =

Reference 26

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no resolver link, observed 2026-08-04T01:23:12.995409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:12.995409Z digest=sha256:15c2b286a8394e27da7b6e568e4df61730dd613b082c91519a81b51e39bffc68

Observation f8360d01-1eb7-43ab-8221-97567012744c · outbound

This paper cites Operations Research , volume =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Operations Research , volume =

Reference 27

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no resolver link, observed 2026-08-04T01:23:13.054418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:13.054418Z digest=sha256:9befb41198fecdd13975cdd8b0e0adb6562ec71e0263e2a265a431baa83c33fd

Observation 6b2342a0-170c-41e6-b05a-180cec21383a · outbound

This paper cites Surveys in Operations Research and Management Science , volume =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Surveys in Operations Research and Management Science , volume =

Reference 28

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no resolver link, observed 2026-08-04T01:23:13.084892Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:13.084892Z digest=sha256:30530d8a7ee650e39bfb435413d6bfd9f151c75a649e866cf099b22be32505e9

Observation 10148d5f-7e5f-4794-a9f6-9248d944a483 · outbound

This paper cites Proceedings of the 29th International Conference on Machine Learning (ICML) , pages =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Proceedings of the 29th International Conference on Machine Learning (ICML) , pages =

Reference 29

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no resolver link, observed 2026-08-04T01:23:13.137139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:13.137139Z digest=sha256:5d26bd0178cece639edfc9f1a6bf65a4a5c410ebe87bde44a9ff532349636c77

Observation 3b9aaacc-07e6-4a0b-8c1f-4522a0777b11 · outbound

This paper cites Proceedings of the 16th ACM Conference on Economics and Computation (EC) , pages =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Proceedings of the 16th ACM Conference on Economics and Computation (EC) , pages =

Reference 30

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no resolver link, observed 2026-08-04T01:23:13.204231Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:13.204231Z digest=sha256:78337431c7cfb68a95b16493db3294202d7addb354a6b8fcd246696b3e204231

Observation 224e5915-8f77-40a5-a514-f975cee69006 · outbound

This paper cites Management Science , volume =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Management Science , volume =

Reference 31

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no resolver link, observed 2026-08-04T01:23:13.286582Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:13.286582Z digest=sha256:916d1e04680f38e0b2a6e5376cb3b2748ff3a228aafcc4896def6e72e5cf7f14

Observation bea9c1e3-7ad3-4834-9683-b41ec4b258c6 · outbound

This paper cites 2004 , publisher =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce 2004 , publisher =

Reference 32

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no resolver link, observed 2026-08-04T01:23:13.363303Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:13.363303Z digest=sha256:5f2ae480cccfe9da7958dfa311bf6f1ed5ccde9a1da2d15c49d05e188234aa39

Observation 1c9a7874-6c60-4191-8c78-490e170cea3e · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , volume =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Advances in Neural Information Processing Systems (NeurIPS) , volume =

Reference 33

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no resolver link, observed 2026-08-04T01:23:13.468678Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:13.468678Z digest=sha256:19a76eb1fa97aebc0be80765addf92f95c5254423827046b6058b2d0b99c9148

Observation 58ee3fb8-9dc8-4d6f-8f42-a5d3f7cb4668 · outbound

This paper cites 2020 , publisher =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce 2020 , publisher =

Reference 34

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no resolver link, observed 2026-08-04T01:23:13.557987Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:13.557987Z digest=sha256:62fc87722d4362c67b1b44b97649d8c7bbc14728c802d8079618ece57063a8dc

Observation 65c368a0-df6e-46c3-8411-c4a1aa1f7413 · outbound

This paper cites Journal of Political Economy , volume =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Journal of Political Economy , volume =

Reference 35

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no resolver link, observed 2026-08-04T01:23:13.636299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:13.636299Z digest=sha256:44d285d934ce5d7ccd3b1e6ad26e3d2d93a1a23913d8432c0799b450bef428a0

Observation 80580890-5384-479c-b0aa-ce9eb0606ad9 · outbound

This paper cites American Economic Review , volume =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce American Economic Review , volume =

Reference 36

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no resolver link, observed 2026-08-04T01:23:13.698430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:13.698430Z digest=sha256:52f3b32dd3822936453a940c64108e89bfea97d4de271485533668a9ce49553f

Observation e1b784fb-35f2-4163-bdf6-84f4cb4d79dd · outbound

This paper cites International Journal of Industrial Organization , volume =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce International Journal of Industrial Organization , volume =

Reference 37

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no resolver link, observed 2026-08-04T01:23:13.785866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:13.785866Z digest=sha256:cd1b064ccafec92d96af89e06f3b75e0246382c2a85d8dd6b13ade975e7684bc

Observation 9fbbbd63-4796-4281-851b-58ca507830a2 · outbound

This paper cites Management Science , volume =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Management Science , volume =

Reference 38

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no resolver link, observed 2026-08-04T01:23:13.857100Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:13.857100Z digest=sha256:ad9bb5806cdf8a922ac2f3ba769d18f79aea66c569dc803a3a3f4cfa0619599d

Observation 56aeda24-7f35-47c4-802c-47a70579129b · outbound

This paper cites Operations Research , volume =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Operations Research , volume =

Reference 39

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no resolver link, observed 2026-08-04T01:23:14.058532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:14.058532Z digest=sha256:f9d11f5548f95cf31c6b08f3fbaf8bcdfc30f9b1e2c967925f48b317d1bfc2e0

Observation 8257a7ac-9a1e-4d6e-8f31-874c99e3be83 · outbound

This paper cites 2024 , eprint =.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce 2024 , eprint =

Reference 40

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no resolver link, observed 2026-08-04T01:23:14.160302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:14.160302Z digest=sha256:eb50540a95e28e99986af2e890f1feb22aa4bb1e7544b09e001284eab4e3f4d3

Observation 441c010a-8254-4c54-a010-20edfd954371 · outbound

This paper cites an unresolved cited work.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Unresolved cited work

Reference 41

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no resolver link, observed 2026-08-04T01:23:14.201983Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:14.201983Z digest=sha256:5852e6557ee5feae04695ba17b2514532fb226fe41addf2aed4b7a1ebce39819

Observation 659d0da3-ee44-411d-8afa-587dd5ede5d8 · outbound

This paper cites Online Bandit Learning against an Adaptive Adversary: from Regret to Policy Regret.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Online Bandit Learning against an Adaptive Adversary: from Regret to Policy Regret

Reference 42

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no resolver link, observed 2026-08-04T01:23:14.230418Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:14.230418Z digest=sha256:8d15e2c7f21236f415ad85091b2fd7a14847c9e48e15b0560466374aa685edeb

Observation 28238fb3-8ab4-4772-9167-413bec3daf15 · outbound

This paper cites an unresolved cited work.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Unresolved cited work

Reference 43

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no resolver link, observed 2026-08-04T01:23:14.281569Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:14.281569Z digest=sha256:1dc314ab61ee32171e9c2e88f42c19b1c3c5031de3b8381713e69c594dbac035

Observation 99d58195-068c-48ea-ad99-3334dfedc69d · outbound

This paper cites Schapire.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Schapire

Reference 44

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no resolver link, observed 2026-08-04T01:23:14.330498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:14.330498Z digest=sha256:fe10e62e400edf83edf02dc6f8c4cd3ad3863e8f0191f25dcab7ddad7aa65b39

Observation 30d23d95-f982-4307-b073-1b7d0166d181 · outbound

This paper cites Balseiro and Yonatan Gur.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Balseiro and Yonatan Gur

Reference 45

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no resolver link, observed 2026-08-04T01:23:14.382135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:14.382135Z digest=sha256:a3b63ac500a32160fa68e8573a0a3a714eaf06a3f3d9754a83ae99016c8ed96a

Observation 1de0a6a1-e755-47a2-971d-bd32aa639b5f · outbound

This paper cites Hofman, Brendan Lucier, Chinmay Singh, Markus Mobius, Akshay Nambi, Archana Yadav, Kevin Gao, David M.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Hofman, Brendan Lucier, Chinmay Singh, Markus Mobius, Akshay Nambi, Archana Yadav, Kevin Gao, David M

Reference 46

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unresolved
no resolver link, observed 2026-08-04T01:23:14.415674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:14.415674Z digest=sha256:c786b046fc0fd5dc84b9fb1362e73434414f8757dfcf2ba56bce06963ab5e00b

Observation 0699c3c1-233d-4eee-ab31-27df0b0761cd · outbound

This paper cites an unresolved cited work.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Unresolved cited work

Reference 47

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no resolver link, observed 2026-08-04T01:23:14.448420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:14.448420Z digest=sha256:0ba6245100c4383d411f2f0bd014b984a397b58c2b628388425124aabbaf1536

Observation c9a160e0-5a2d-43fa-99e1-d96ea52fc731 · outbound

This paper cites an unresolved cited work.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Unresolved cited work

Reference 48

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unresolved
no resolver link, observed 2026-08-04T01:23:14.487220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:14.487220Z digest=sha256:fcd7847caf1eaed517c980697468cdf85931f8a94fb0553654bf828035536226

Observation b2a23a8d-ef65-40fc-98a7-8d95b9a347d3 · outbound

This paper cites an unresolved cited work.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Unresolved cited work

Reference 49

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unresolved
no resolver link, observed 2026-08-04T01:23:14.607803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:14.607803Z digest=sha256:5cbc4aec6b43eb199f5ce4ac531b2c09341b445a58440a0659919d3411b2e60e

Observation 5d653ee5-2b89-4de2-b8c0-bc1716355c44 · outbound

This paper cites NegotiationToM: A Benchmark for Stress-testing Machine Theory of Mind on Negotiation Surrounding.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce NegotiationToM: A Benchmark for Stress-testing Machine Theory of Mind on Negotiation Surrounding

Reference 50

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unresolved
no resolver link, observed 2026-08-04T01:23:14.682960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:14.682960Z digest=sha256:585c77b5de5ab4a8ceb82cde1359553a6be5b7381dae1a5508ce0c24fea0a534

Observation 19097398-cd32-4dab-b5d8-ab1089625ed6 · outbound

This paper cites ChineseEcomQA: A Scalable E-commerce Concept Evaluation Benchmark for Large Language Models.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce ChineseEcomQA: A Scalable E-commerce Concept Evaluation Benchmark for Large Language Models

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-04T01:23:14.783519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:14.783519Z digest=sha256:a7e4f91be0a6a5fa0c70324cc6bc7721e114d359683bfee30c09a7af5468e362

Observation f2c140c5-fd55-4312-b323-1674466d3300 · outbound

This paper cites Put Your Money Where Your Mouth Is: Evaluating Strategic Planning and Execution of LLM Agents in an Auction Arena.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Put Your Money Where Your Mouth Is: Evaluating Strategic Planning and Execution of LLM Agents in an Auction Arena

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-04T01:23:14.891380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:14.891380Z digest=sha256:4eb662190bf9bb4c92feafa5b15e38959b60f24e5e6edbe02825aee1eb260357

Observation 2b698495-bab4-444b-9de3-193492e761f9 · outbound

This paper cites den Boer.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce den Boer

Reference 53

Resolution
verified exact
doi, observed 2026-08-04T01:23:25.209587Z

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.

source=arxiv_source observed=2026-08-04T01:23:15.026038Z digest=sha256:24aef2b9816bd4878bbb02c0a5b2ca869493ee028c8f8dcb33d5902cf1fec4a2

Observation 1438ab45-9894-46a3-8e59-621e855e8464 · outbound

This paper cites Gonczarowski, and Ran I.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Gonczarowski, and Ran I

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-04T01:23:15.080347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:15.080347Z digest=sha256:7baafc3339971c53ec41af4771da883292fe5b422837911d3a53ebd5113a2fff

Observation 1c826aff-0663-43bc-8d61-dcf957a84948 · outbound

This paper cites an unresolved cited work.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Unresolved cited work

Reference 55

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unresolved
no resolver link, observed 2026-08-04T01:23:15.167458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:15.167458Z digest=sha256:90b280dee2faa3d956b9d7d27bbd10ecc468d0508fd657d45a2923d4080c9b01

Observation 9c345319-5820-4a1e-a0bd-8b59c71292ad · outbound

This paper cites Game-theoretic LLM: Agent Workflow for Negotiation Games.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Game-theoretic LLM: Agent Workflow for Negotiation Games

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-04T01:23:15.276621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:15.276621Z digest=sha256:3ad13508dab3b1742f7c52153e921b731a90400fefd5b62bb720f8162be5ebc3

Observation e8c9cb0e-7d73-45cc-ae80-4e3af648fdeb · outbound

This paper cites an unresolved cited work.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Unresolved cited work

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-04T01:23:15.317231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:15.317231Z digest=sha256:4c95ddd037e0547804285bb2c0b85db71ee74b4f3697822734f7b51f2dd91644

Observation 3f2d722e-c1d5-4eb9-873a-932085bfaa14 · outbound

This paper cites PyMatting: A Python Library for Alpha Matting.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce PyMatting: A Python Library for Alpha Matting

Reference 58

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unresolved
no resolver link, observed 2026-08-04T01:23:15.363292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:15.363292Z digest=sha256:28d18af244702006c74bd44e2079a52d63a0871b656ffdd9162c5efbdeb04241

Observation eba66750-6229-4e7e-82a7-22ffa35363fe · outbound

This paper cites eCeLLM: Generalizing Large Language Models for E-commerce from Large-scale, High-quality Instruction Data.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce eCeLLM: Generalizing Large Language Models for E-commerce from Large-scale, High-quality Instruction Data

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-04T01:23:15.477021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:15.477021Z digest=sha256:f6cd71db6dacbfc924572a1bba4662590b4f7f2129e8914005d91fd49d53de40

Observation c6afbad5-a19a-4cde-91e4-7761b29a0dbf · outbound

This paper cites Learning from Synthetic Labs: Language Models as Auction Participants.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Learning from Synthetic Labs: Language Models as Auction Participants

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-04T01:23:15.633569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:15.633569Z digest=sha256:c5588460342fbd12da32ca7eb34a8b48d36a96bfaf325d094f6df4577468b6d5

Observation d4f4c91b-d66b-4b94-8450-9696fbdfd6d7 · outbound

This paper cites an unresolved cited work.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Unresolved cited work

Reference 61

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unresolved
no resolver link, observed 2026-08-04T01:23:15.801475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:15.801475Z digest=sha256:5ff965442a6e643488c1537782f2fda3153fd6b26c2fefffb15ef256aa0488c9

Observation 2fb0e17b-1a80-4814-8da4-522e7615706b · outbound

This paper cites Talluri and Garrett J.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Talluri and Garrett J

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-04T01:23:15.899585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:15.899585Z digest=sha256:c22b422584136c7f138e50c0aa562e09b7c0394a36f0526ba107145f979aec9c

Observation 0fd180d7-6d1b-45c4-9006-6f18bac0cc9f · outbound

This paper cites Thompson.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Thompson

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-04T01:23:15.915604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:15.915604Z digest=sha256:a39af45967fba2cdb46227e9d50d1ffcd47483c9a069c289c2a969b857cbf2b0

Observation 9ab47d8a-a8eb-4d68-991f-05d1f27da50e · outbound

This paper cites Evaluating Multi-Turn Bargain Skills in LLM-Based Seller Agent.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Evaluating Multi-Turn Bargain Skills in LLM-Based Seller Agent

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-04T01:23:15.953377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:15.953377Z digest=sha256:e552a81b63a2d45221d607cb302ee5a8d57ae2cfc411d3e1b841fc7bb1420863

Observation e1dce84f-85fe-46a8-99c6-c72b81c6cbba · outbound

This paper cites Measuring Bargaining Abilities of LLMs: A Benchmark and A Buyer-Enhancement Method.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Measuring Bargaining Abilities of LLMs: A Benchmark and A Buyer-Enhancement Method

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-04T01:23:16.044182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:16.044182Z digest=sha256:46fd57c67523e03b013311ff987e16775ce62f264f2f5e717605452c7f1e23de

Observation 03603775-3cf3-45d3-9c96-b9e454948dbe · outbound

This paper cites WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-04T01:23:16.175583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:16.175583Z digest=sha256:086fdad528599f2f631e5cfbd812d1e7bd2b2d0a0dae90446a3824f1b5aab7ee

Observation 1231ffde-71ab-4469-ade1-deb9d785b483 · outbound

This paper cites InfoBid: A Simulation Framework for Studying Information Disclosure in Auctions with Large Language Model-based Agents.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce InfoBid: A Simulation Framework for Studying Information Disclosure in Auctions with Large Language Model-based Agents

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-04T01:23:16.341265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:16.341265Z digest=sha256:f19e0bdd939cac97ede14c7e5d766267d1ff67354971f8b34131a301315dd04e

Observation 6810da8b-0cfd-4fad-a62f-f96a97143954 · outbound

This paper cites Shopping Companion: Benchmarking and Training LLM Agents for Long-Horizon Preference-Grounded E-Commerce Tasks.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Shopping Companion: Benchmarking and Training LLM Agents for Long-Horizon Preference-Grounded E-Commerce Tasks

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-04T01:23:16.434150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:16.434150Z digest=sha256:8fb96cf1515abcd79bf95031bd8ec80fff4cb39afe3607d5b3408a74a5936ec4

Observation 764c0a03-05e6-4dbe-8312-ac82cb07cfc8 · outbound

This paper cites an unresolved cited work.

Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Unresolved cited work

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-04T01:23:16.576293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:23:16.576293Z digest=sha256:b11a2a7fff4ac452e32372fda3be50d03bf5c7c54209369a34204921e35d61b5

Pith citing papers

No inbound Pith citation observations are available.