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Paper Citation Record · LEDGER

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents

As of 11 August 2026, this Paper Citation Record lists 74 of 74 outbound references and 0 inbound Pith citation observations for arXiv:2608.06861.

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

pith.paper-citation-record.v1
2608.06861 v1

Coverage vector

measured 74 of 74 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T19:29:14.976076Z

measured 74 of 74 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

74 of 74 outbound references displayed

  • verified exact0
  • verified fuzzy19
  • unresolved55
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 99d7992a-6b07-4f6c-94b4-63ec66cec613 · outbound

This paper cites International Conference on Learning Representations , year=.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents International Conference on Learning Representations , year=

Reference 1

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no resolver link, observed 2026-08-10T19:29:14.587358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T19:29:14.587358Z digest=sha256:cc69a775ca33ebc691d354076507339a6edf34396313bff4bc4370b538b46b5f

Observation 0781853c-538b-488e-884b-6fcb76b1280a · outbound

This paper cites 2017 , eprint=.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents 2017 , eprint=

Reference 2

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no resolver link, observed 2026-08-10T19:29:14.594093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T19:29:14.594093Z digest=sha256:3143e5238b7d9618a8d6a3d64796868b64f5f01ef679a0522a0a681f03759b2a

Observation 4aa8e6c0-e6f9-4551-90b5-a8e73e69692a · outbound

This paper cites Proceedings of the 36th International Conference on Neural Information Processing Systems , articleno =.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents Proceedings of the 36th International Conference on Neural Information Processing Systems , articleno =

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:29:16.299277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T19:29:14.599138Z digest=sha256:a05a09c019d2226a5c1c3824912ab0b285bc53e2a3f55337bcbb8b2795b54984

Observation 40530725-fbd0-4bb1-8ab3-ad61e61b4173 · outbound

This paper cites International Conference on Learning Representations , year=.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents International Conference on Learning Representations , year=

Reference 4

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unresolved
no resolver link, observed 2026-08-10T19:29:14.603872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T19:29:14.603872Z digest=sha256:db127a3ba24969c1d6cdf6d1e9dba514d685f052c7d861055b560abe04ad29de

Observation 2899319b-d570-41c1-a6a8-646abccfe52d · outbound

This paper cites 2025 , eprint=.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents 2025 , eprint=

Reference 5

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unresolved
no resolver link, observed 2026-08-10T19:29:14.608756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T19:29:14.608756Z digest=sha256:e926a423ba372e372691e37204f99050f67bcd3baa8ab1ef96bdfbcb12e5b4b2

Observation d7f7e14c-ee72-4bb1-9e1a-dee7a9e5fa65 · outbound

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

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents Advances in Neural Information Processing Systems , volume=

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:29:16.250642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T19:29:14.613318Z digest=sha256:e27630c8a74e22a277347e2869682fee020799840cbbc5edd19c865dfa54c42f

Observation 3c353bb2-933b-4421-90fd-8b03f1bac70e · outbound

This paper cites Forty-third International Conference on Machine Learning , year=.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents Forty-third International Conference on Machine Learning , year=

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:29:16.232538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T19:29:14.618249Z digest=sha256:9199372c543b5e63357b991af7b0680c220d974a406930cc3363fbfd37fb36d3

Observation 8a706618-e249-48bc-84b7-7d78516929e7 · outbound

This paper cites The Fourteenth International Conference on Learning Representations , year=.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents The Fourteenth International Conference on Learning Representations , year=

Reference 8

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no resolver link, observed 2026-08-10T19:29:14.623311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T19:29:14.623311Z digest=sha256:544cdc3f1664cc1ca3d453993ca70a00b4cbac15f7160486e7bef79823670f20

Observation 3ebe08cd-8284-44df-b319-add164c18e9d · outbound

This paper cites 2023 , html =.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents 2023 , html =

Reference 9

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unresolved
no resolver link, observed 2026-08-10T19:29:14.627393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T19:29:14.627393Z digest=sha256:a5126acff64fc9aac7cfcbae857501fab56072fdfef9b0541d37f08aae52f7f6

Observation 5f50af67-bba7-4351-8cd4-47df5651cea5 · outbound

This paper cites 2024 , eprint=.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents 2024 , eprint=

Reference 10

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unresolved
no resolver link, observed 2026-08-10T19:29:14.632155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T19:29:14.632155Z digest=sha256:d3169e096c6a9bb0bd6f3bf4ace25ef32863454177f73297b128dc315cd05164

Observation 6612aad0-f845-48b5-a849-cf601cf02723 · outbound

This paper cites The Twelfth International Conference on Learning Representations , year=.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents The Twelfth International Conference on Learning Representations , year=

Reference 11

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unresolved
no resolver link, observed 2026-08-10T19:29:14.636867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T19:29:14.636867Z digest=sha256:7984454204dd1bb27043d38b9c1aa77e33460c2daf90cffc068e83b9a4d91908

Observation ca07cc20-f9f1-421c-8032-f2b590bb0d35 · outbound

This paper cites Toolformer: language models can teach themselves to use tools , year =.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents Toolformer: language models can teach themselves to use tools , year =

Reference 12

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no resolver link, observed 2026-08-10T19:29:14.641750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T19:29:14.641750Z digest=sha256:e1725eccbbd2b58257d21b56103344686c6167096e7f0e3296a7756a762ce900

Observation f8e61f20-5acb-40e3-b281-9c3ace958c16 · outbound

This paper cites Proceedings of the 37th International Conference on Neural Information Processing Systems , articleno =.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents Proceedings of the 37th International Conference on Neural Information Processing Systems , articleno =

Reference 13

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no resolver link, observed 2026-08-10T19:29:14.646642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T19:29:14.646642Z digest=sha256:05307346bf977f5a85c3baa1d5c5c244c017fe11aee96a85ebffeb99fcc6db30

Observation 428e1aa2-144f-4cd5-b235-646f22587f21 · outbound

This paper cites Transactions on Machine Learning Research , issn=.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents Transactions on Machine Learning Research , issn=

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-10T19:29:14.652006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T19:29:14.652006Z digest=sha256:f17563252abd7386891d37e6cfc744ebbbab5afa38fc371fc1dcd50228ec6d10

Observation a48cbcbb-228a-4c67-915a-7d877cd7da1d · outbound

This paper cites and Leike, Jan and Brown, Tom B.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents and Leike, Jan and Brown, Tom B

Reference 15

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unresolved
no resolver link, observed 2026-08-10T19:29:14.657507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T19:29:14.657507Z digest=sha256:b733b9bf5b1fb561df3b0cad52adf3ec2b9a5bae09d026999644a3babef5b85c

Observation 8a245646-8c2d-4a44-8a41-c8c4d55d6757 · outbound

This paper cites and Lowe, Ryan and Voss, Chelsea and Radford, Alec and Amodei, Dario and Christiano, Paul , title =.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents and Lowe, Ryan and Voss, Chelsea and Radford, Alec and Amodei, Dario and Christiano, Paul , title =

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-10T19:29:14.661785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T19:29:14.661785Z digest=sha256:0d282bd69880d3dda706b952f6f4b1f230654b4a764da9cbc75629de0764dc9b

Observation 9ffe12ec-0956-4adc-94b4-38269b4c7ba7 · outbound

This paper cites an unresolved cited work.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-10T19:29:14.666358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T19:29:14.666358Z digest=sha256:82a83523d5fbc1d8d8881c98f8a690bfa0712a33ce282be349ce9887e92301df

Observation 6b04a427-b553-4ce5-a016-d333231c3a52 · outbound

This paper cites and Gillhofer, Michael and Widrich, Michael and Unterthiner, Thomas and Brandstetter, Johannes and Hochreiter, Sepp , title =.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents and Gillhofer, Michael and Widrich, Michael and Unterthiner, Thomas and Brandstetter, Johannes and Hochreiter, Sepp , title =

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:29:16.100401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T19:29:14.670822Z digest=sha256:c94517cbeb77bd43afb983ec341c35b8588394f01a73af8a866f8c18d9b4741c

Observation 8ecaf17a-52d2-4cb5-8f7f-096c90a47e34 · outbound

This paper cites 2026 , eprint=.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents 2026 , eprint=

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:29:16.081682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T19:29:14.675336Z digest=sha256:c1ce46dcc759188aadb61c95f7e5893c7969d3d48ec3b553fbf65ea7667b66a4

Observation 3dafc5a0-2990-4337-b2e0-6d18bb00f505 · outbound

This paper cites an unresolved cited work.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents Unresolved cited work

Reference 21

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unresolved
no resolver link, observed 2026-08-10T19:29:14.684321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T19:29:14.684321Z digest=sha256:9002363a883417cbad90653c57b1324e486b4246207f42ed339dafb1f9f010e6

Observation 404740bd-f688-4150-b4b2-910a61e4768e · outbound

This paper cites AgentBench: Evaluating.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents AgentBench: Evaluating

Reference 22

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unresolved
no resolver link, observed 2026-08-10T19:29:14.690637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T19:29:14.690637Z digest=sha256:33e88b83924e12be231c7aef8abefc834430f228f61026a7718e067774b5855c

Observation 52df7f6c-96ae-4992-b50a-bfa555e6f8ee · outbound

This paper cites Reinforcement Learning for Long-Horizon Interactive.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents Reinforcement Learning for Long-Horizon Interactive

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:29:16.034656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T19:29:14.696211Z digest=sha256:573d20de31fd616d4bdcd83e24afc17e2c620d377721da0670b9a5ee7ead82c5

Observation a2cd9612-81d1-4b43-b720-d5ab5a048607 · outbound

This paper cites 2024 , eprint=.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents 2024 , eprint=

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:29:16.016952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T19:29:14.701065Z digest=sha256:bd519908566f31a5a35880876e7e3a74e6b1c1168b47a2c0e70641a55509c6bc

Observation 007a27bb-c7b4-45ee-8949-7ef7d358782f · outbound

This paper cites an unresolved cited work.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:29:16.000686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T19:29:14.706039Z digest=sha256:84d6b679b6ea946e7838188a306749ab2e2e70650e8c4c5ba69e6c7e73549aa7

Observation 668137e2-75be-4fcc-9558-3a33ccfc8aa0 · outbound

This paper cites and Shani, Guy , title =.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents and Shani, Guy , title =

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:29:15.985475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T19:29:14.726046Z digest=sha256:b65838ebc53c4798c98a4840aa06a5e33b0434464c0507ea90e29b8ba10a78ba

Observation 6fdc9ff7-715e-4aad-9053-e43b411fd01f · outbound

This paper cites Machine Learning , volume=.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents Machine Learning , volume=

Reference 30

Resolution
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no resolver link, observed 2026-08-10T19:29:14.731405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T19:29:14.731405Z digest=sha256:eba255beff3b59312e45f9aa35dd3b418610c9701dcee3130780acd5657a69b5

Observation 56c0ddfb-9f18-4072-a081-9b69f1e71857 · outbound

This paper cites Machine Learning , volume=.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents Machine Learning , volume=

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-10T19:29:14.735977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T19:29:14.735977Z digest=sha256:ee8c2a11bf6cc73120ff4aa8cbabec7d05c8da5955798b32222123abf1a8d6f4

Observation e4453e08-86fa-44c3-aa34-a9f7f4cb19c5 · outbound

This paper cites and McAllester, David and Singh, Satinder and Mansour, Yishay , title =.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents and McAllester, David and Singh, Satinder and Mansour, Yishay , title =

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:29:15.947262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T19:29:14.740481Z digest=sha256:8357f9a2aef04c5b5fc4ea3883f868b6c306dc3bfff5091bc439dc0a2e99cb83

Observation ff9a0f87-9073-4e63-a9c9-4f2a231b2973 · outbound

This paper cites Artificial Intelligence , volume=.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents Artificial Intelligence , volume=

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:29:15.930094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T19:29:14.744981Z digest=sha256:303093b750020f90bc5d9a6ea5f2139bd4869d30b9e6fc9375176831e3c64828

Observation ef243d95-5fc8-450a-a777-3054db77354c · outbound

This paper cites Transactions on Machine Learning Research , issn=.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents Transactions on Machine Learning Research , issn=

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-10T19:29:14.749790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T19:29:14.749790Z digest=sha256:f5cebb1928dbdccd4cea0614f042dfdfa8754d26e539f9a899f58ecc5af29ea2

Observation 7af6316c-4aa4-4e0c-b208-cb85e1e4f3da · outbound

This paper cites Proceedings of the 33rd International Conference on Neural Information Processing Systems , pages=.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents Proceedings of the 33rd International Conference on Neural Information Processing Systems , pages=

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:29:15.897018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T19:29:14.754091Z digest=sha256:b65a6c6fb50b2bf7597d2ec92f23832f7dc9f16d77de3160d758dac1f06692a5

Observation df48ff42-9df2-47f2-866c-1f63ac6986c2 · outbound

This paper cites 2025 , url=.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents 2025 , url=

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-10T19:29:14.758485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T19:29:14.758485Z digest=sha256:1115cf462c085760e65496e97c5e2dfdbe419df69d7031c6ae1ad015f839af18

Observation f88a2de4-da73-4ad3-9c87-631ed5d26695 · outbound

This paper cites 2025 , eprint=.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents 2025 , eprint=

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-10T19:29:14.762717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T19:29:14.762717Z digest=sha256:e2003c79bdb26839e9975bd08c421a4df079478581a2c819aadfb5a4f2017a33

Observation f1afa2ba-49a2-444e-b7d0-57ca7904c726 · outbound

This paper cites 2025 , doi=.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents 2025 , doi=

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:29:15.858391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T19:29:14.766887Z digest=sha256:be47bd0a359749fd854808e03633d1fcfbc73b876f0f787b4d73e79af0da0659

Observation 2b125a80-ed94-46d1-9294-1a01d73e51e4 · outbound

This paper cites Back to Basics: Revisiting.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents Back to Basics: Revisiting

Reference 39

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unresolved
no resolver link, observed 2026-08-10T19:29:14.771224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T19:29:14.771224Z digest=sha256:d7de6f90dadc53d15b2e4a1de44bd67e4ee77b944097244b4d20f1475660adb8

Observation 6b6fa7bd-c318-4ac7-949d-964b6d936598 · outbound

This paper cites an unresolved cited work.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:29:15.842040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T19:29:14.775305Z digest=sha256:04709a7bfe377bb9e7d00a1b12d8f98d5b521ecb176d20f20e55ba418b49ea7f

Observation df590347-2249-4809-992a-3b2cae44f36c · outbound

This paper cites A.; Gillhofer, M.; Widrich, M.; Unterthiner, T.; Brandstetter, J.; and Hochreiter, S.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents A.; Gillhofer, M.; Widrich, M.; Unterthiner, T.; Brandstetter, J.; and Hochreiter, S

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:29:15.826110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T19:29:14.779302Z digest=sha256:eded35c6f95b1c4e2600b6e3bacf9f7d69a55d253da1f1235f47ee8d085cd003

Observation cd561185-fd25-42fd-8f2d-07e28534ca10 · outbound

This paper cites I.; and Shani, G.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents I.; and Shani, G

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:29:15.808684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T19:29:14.783688Z digest=sha256:69449655c47f5b01ca460ee0dd09257901debaaee0e151ced2a6cbac6a723b1a

Observation a1b4e244-6b66-4eee-8d81-a7f6395fbe2e · outbound

This paper cites Reinforcement Learning for Long-Horizon Interactive LLM Agents.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents Reinforcement Learning for Long-Horizon Interactive LLM Agents

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-10T19:29:14.787945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T19:29:14.787945Z digest=sha256:2f9b2d932bbd70edc69ffa293fe9ae6e36dbf265649352ae0e823d5b845a886f

Observation 4a3a831b-85e0-469b-b757-485bff53e2b8 · outbound

This paper cites an unresolved cited work.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:29:15.789805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T19:29:14.792400Z digest=sha256:e14b23a84be5ac8bce270f1468715bccbcb601167d2de7ae0952d2e1a0493a45

Observation d690e6af-91b5-4b41-8351-d834447b7278 · outbound

This paper cites F.; Leike, J.; Brown, T.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents F.; Leike, J.; Brown, T

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:29:15.770572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T19:29:14.797340Z digest=sha256:9f70e9eff2de21dd3fb042a5aa44b6224aa11cab1a21a1cebad0df68c2b9e7f9

Observation 79c2fce8-94e4-4c7f-b7bb-d99ef04952bc · outbound

This paper cites an unresolved cited work.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:29:15.753716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T19:29:14.801894Z digest=sha256:e72360275e85c0ae2d690c2a4c31d825404847e2cc68791484278b5b0e8bb53c

Observation ddf46f0c-7a83-4458-ab08-d44f1af48914 · outbound

This paper cites G.; Piot, B.; Heess, N.; van Hasselt, H.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents G.; Piot, B.; Heess, N.; van Hasselt, H

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:29:15.735281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T19:29:14.806118Z digest=sha256:d5a1fce041d16afecc013f428fb937f221bf871ff43d88274c813339ef9a7329

Observation 0642bffa-0beb-400e-9f6b-c6b2645ef4d1 · outbound

This paper cites an unresolved cited work.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:29:15.714067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T19:29:14.810494Z digest=sha256:348f26fdb3f774fde6dcaf3ee83176365faacdb05aab5d79b98e3c8aad511896

Observation 158c0f48-a9c5-4170-aa0a-7668646fa7c6 · outbound

This paper cites an unresolved cited work.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:29:15.695634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T19:29:14.815285Z digest=sha256:81bcc605458e82d256c83edea8257fafeb8e4fa0302cb681b079c7d740c5a030

Observation 6f773d29-ae78-4dd9-b3f4-7b028565420b · outbound

This paper cites VinePPO: Refining Credit Assignment in RL Training of LLMs.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents VinePPO: Refining Credit Assignment in RL Training of LLMs

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-10T19:29:14.819960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T19:29:14.819960Z digest=sha256:d854d0958deaad5cfd8be65434d5bf5f6263e5925dbed8ae3b45dd45e99cdde2

Observation 21eeacb5-70c2-44f5-b006-0d95a7f78bd6 · outbound

This paper cites an unresolved cited work.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents Unresolved cited work

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-10T19:29:14.824846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T19:29:14.824846Z digest=sha256:0434252d59498aa3fc72da3c30d862da398b5f18576e3cbdee57fd2d5c0712d0

Observation cf92ae67-8c9a-438c-8219-41c7416cb37e · outbound

This paper cites an unresolved cited work.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:29:15.666128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T19:29:14.829238Z digest=sha256:fafc74b3dcb967871f1ba56137b9e2e8c359a8e161ed19e004b59400dea58776

Observation f9993136-df6c-4d0b-a4e8-3a19187ccadf · outbound

This paper cites Agent Lightning: Train ANY AI Agents with Reinforcement Learning.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents Agent Lightning: Train ANY AI Agents with Reinforcement Learning

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-10T19:29:14.833981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T19:29:14.833981Z digest=sha256:335c6a2e69c13399f8eda5c76f142bc92b042ee96c241fa821f15ce00b6b1e98

Observation d12939b8-e603-4830-a8de-89ea7b4709bd · outbound

This paper cites an unresolved cited work.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents Unresolved cited work

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-10T19:29:14.838823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T19:29:14.838823Z digest=sha256:c855db6f1764c819454c9a635aa7ac4539d26b6f8a4000970adf4b0c0afe50f0

Observation 871e0e47-b819-4cc7-b156-97d44124d563 · outbound

This paper cites Large Language Models Can Self-Improve At Web Agent Tasks.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents Large Language Models Can Self-Improve At Web Agent Tasks

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-10T19:29:14.843253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T19:29:14.843253Z digest=sha256:7301c4c227ba77cfa98e8acffaae300b34586606d91d30a55d0ed3659fc0ed39

Observation 69e3c5b0-3804-4668-8c49-4f91dd1ea77a · outbound

This paper cites an unresolved cited work.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:29:15.630633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T19:29:14.847948Z digest=sha256:d160fc68d622e385731096d527a7807b79e447587513b4581b3733b04ade085f

Observation ed03c7a9-7b78-49fc-b1e4-5e97f9512623 · outbound

This paper cites L.; Lai, H.; Sun, X.; Sun, J.; Yang, X.; Yang, Y.; Yao, S.; Xu, W.; Tang, J.; and Dong, Y.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents L.; Lai, H.; Sun, X.; Sun, J.; Yang, X.; Yang, Y.; Yao, S.; Xu, W.; Tang, J.; and Dong, Y

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:29:15.614738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T19:29:14.852573Z digest=sha256:dfb327f26d4aa369b9982f378506e186978ff4caba9f578c26e7d52dfdc2f34c

Observation 42798b9f-e0db-4feb-82d9-9eb431a9f28b · outbound

This paper cites an unresolved cited work.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:29:15.598895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T19:29:14.857627Z digest=sha256:97e919202de1b3f9c24421eb190ea792cb7514247bcb706107cd489e4f970019

Observation 0282a89a-e112-4952-9694-a16fbcd4ab18 · outbound

This paper cites Qwen2.5 Technical Report.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents Qwen2.5 Technical Report

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-10T19:29:14.862309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T19:29:14.862309Z digest=sha256:9f5f2171b0459509ab7b461d64b69be25462049c89759f0bad55cde9a7275b45

Observation 9708bd79-2e54-46e1-9efe-eac15da40b1d · outbound

This paper cites an unresolved cited work.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:29:15.583141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T19:29:14.866397Z digest=sha256:0487e628be28ccad9ec47a83641536380d3f68bb19e688d4e914e9bd41fb0648

Observation 41fdf27b-4d2f-4c5d-9201-79ed9699deca · outbound

This paper cites an unresolved cited work.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:29:15.569768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T19:29:14.870429Z digest=sha256:5db88a1afcc6bcadb3e3314becadf4dadd52694f0915c4d371a2ccbab1f1c178

Observation 1b5900da-490e-4933-81de-63f8bc776a18 · outbound

This paper cites Proximal Policy Optimization Algorithms.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents Proximal Policy Optimization Algorithms

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-10T19:29:14.874716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T19:29:14.874716Z digest=sha256:b0f48bc0c8b640e40fa0fca4cb3f63f73a1c2f4f56fc739e1184d29f110bb105

Observation fbaacfef-0cab-418a-9e08-cf7b6850304e · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-10T19:29:14.879592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T19:29:14.879592Z digest=sha256:4a90b5a4572487be3c83606b6a21635b37b455fb6e767864a21b3e02e441c93c

Observation 285fdce2-c884-4b50-aee2-a718d0e7d967 · outbound

This paper cites an unresolved cited work.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:29:15.556135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T19:29:14.884616Z digest=sha256:38cf930bace2f550efa4417661140ff3c75ee5fa2bb874f64a1d105beaa8c198

Observation 1f428e46-eb9d-4f92-abf2-51c93a0daaf9 · outbound

This paper cites an unresolved cited work.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:29:15.539982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T19:29:14.889938Z digest=sha256:817991e4e8da2ff050f6384eaac087f4a72c628de23fb57d0fcb1ee1e66f78e4

Observation c486f42f-d1ee-445e-8c4a-cbf6cfe83d85 · outbound

This paper cites M.; Lowe, R.; Voss, C.; Radford, A.; Amodei, D.; and Christiano, P.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents M.; Lowe, R.; Voss, C.; Radford, A.; Amodei, D.; and Christiano, P

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:29:15.523763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T19:29:14.895096Z digest=sha256:04759642432456976ef166569ea4d2d5134efc9cca81d4d5dbac84a3e0b507ab

Observation 74ee69cc-80bb-4742-b706-2cec250e0645 · outbound

This paper cites an unresolved cited work.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:29:15.504249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T19:29:14.905805Z digest=sha256:e77cc2a5f17e49c0f1cd19215c9ed67bb5bb0739982ed9def87343ce0c4cbb40

Observation 0a7ebc0f-00e8-48b4-a354-8775c7c6fece · outbound

This paper cites S.; McAllester, D.; Singh, S.; and Mansour, Y.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents S.; McAllester, D.; Singh, S.; and Mansour, Y

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:29:15.487065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T19:29:14.910788Z digest=sha256:4e2d7ed8e45df6fdc11fc4b6479fab804051ed8ad63841b4e187f6e9edae6ea6

Observation dcc83e59-7f76-49f5-b341-d17e409efe08 · outbound

This paper cites an unresolved cited work.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents Unresolved cited work

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-10T19:29:14.915282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T19:29:14.915282Z digest=sha256:9f82c7183722410605cea74b0ed1c1bcaef14bcdd73793dd5f96fe1268448f90

Observation 20f079ed-4805-4363-ba75-27eb1ed8706c · outbound

This paper cites an unresolved cited work.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:29:15.470837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T19:29:14.924839Z digest=sha256:b3abb4d2e04e505c207d94661598700bf18dad6b413349b0d4e9b383ec139921

Observation 10adc04e-e3ce-4182-9f18-659d3ff683af · outbound

This paper cites K.; Garcia, A.; and Hong, M.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents K.; Garcia, A.; and Hong, M

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-10T19:29:14.939102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T19:29:14.939102Z digest=sha256:414520c672687da93ea6dae97687c31d983fd90669d3ddebe58df9db037113f3

Observation a2d6745a-6555-444c-ab50-cfabc4372a97 · outbound

This paper cites an unresolved cited work.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:29:15.452156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T19:29:14.943302Z digest=sha256:76cd7d4c1bd9318ba115eeda764c2e4f35fb319b26db60dc0bb34dc4932070b0

Observation b33ebebf-cb1d-4304-893f-59ba95138b23 · outbound

This paper cites an unresolved cited work.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:29:15.434544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T19:29:14.947862Z digest=sha256:cda34858be86498ef5536059d65e5d26b6888a5e68e5a1be901108db63bb28dc

Observation c9f14dd7-f6cf-468f-82a3-4caaac7aba47 · outbound

This paper cites an unresolved cited work.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents Unresolved cited work

Reference 74

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:29:15.407234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T19:29:14.957768Z digest=sha256:d21a0c4050a3e50f95153ea58f70bb7b7f39d8a53cc19e9948581e2d0ddd33e5

Observation 220eb1b3-c979-4bc6-be5c-3e50fc378be5 · outbound

This paper cites an unresolved cited work.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents Unresolved cited work

Reference 75

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:29:15.389749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T19:29:14.962764Z digest=sha256:800ff1325cb8381bcc478f0c2e05143b428fdffe55a6c025aba3200293e60ed4

Observation 95b2f05b-df5f-4f98-81d4-a5cff427f5b0 · outbound

This paper cites an unresolved cited work.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents Unresolved cited work

Reference 76

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:29:15.373216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-08-10T19:29:14.967080Z digest=sha256:0a2baf7693363c7f86e3adb0a1005194b33e4d25cd648044b6202f283b7cb561

Observation d211d5c0-b90b-458e-a548-6fc342a35903 · outbound

This paper cites From Reasoning to Agentic: Credit Assignment in Reinforcement Learning for Large Language Models.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents From Reasoning to Agentic: Credit Assignment in Reinforcement Learning for Large Language Models

Reference 77

Resolution
unresolved
no resolver link, observed 2026-08-10T19:29:14.971430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T19:29:14.971430Z digest=sha256:16a1c694fec9626caf0494fc3021e6ec3e28b6f4429705361323b1a3756b9e6d

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This paper cites GAGPO: Generalized Advantage Grouped Policy Optimization.

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents GAGPO: Generalized Advantage Grouped Policy Optimization

Reference 78

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source=arxiv_source observed=2026-08-10T19:29:14.976076Z digest=sha256:2e8106255c7ccf19e8ae222dafefe0c2b514203bc62010ee2d372616abb583df

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