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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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unresolved
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=sha256:07af6334637c8a0d3ee0c2193ac8fb05041831cbdd65e5303a6718a978bc6ed3

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=sha256:4f9255616fced0d57b3814b334f8fc524e44ed1facccad6ea4709dd84e5071b0

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=sha256:61b218dac8effebccade5e8d31f1e62df47cbf28b1d1cfa16f9f1c8c1413890c

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:b00ca686042249bb039abb5dc2c4663a2f0ef63ce3aecc603b5e95a414c264b7

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

Resolution
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=sha256:5ab08036bb73e86c021bc0f072e70f81e7219f582301abe0ef724997c7530b42

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=sha256:1d4b2d9e780439a4c528c6e32acf374596d80a3051f3fe4c1448e001e454ed3f

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:ed74ae7a09e58bb29f7972bf5e98c8e45208a955a5d23f187038e821725f6c9b

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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unresolved
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=sha256:14a224aeca4f2da9bc1db317f83a19ec343fc0e3e6b2bcbc6da91afebd20c889

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:a79d695388e58be2d2c4f4172b9654cdf967de958646c5235c3601be4fba9ec8

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

Resolution
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=sha256:2d7e8807abd59bb40f214407c92e569f44b9757ee4e2abe5d4849cb8a37c7f80

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:a86251fd764a7f3c5e381993e4d2390d11ec0c2b7b731cc1ac794d7cfe3f15e2

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

Resolution
unresolved
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=sha256:574f9ef8375e1cd2ec72fff64fec74c411889326b4ca391ed95f934b316267b5

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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unresolved
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=sha256:85e0003b759ce56239f4fc6d4aeb2431c8c7e8e7fa7ff1915ff80b9f7e732a1f

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=sha256:209ed95cbbc5b67987b968c0a41b7c07ee3857941d05525587e1a7e6631c49b8

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

Resolution
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=sha256:29d2cf72f69bc61f3d190f7a11aaac90b0773358d13ca31dd03c0ef9944171e7

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=sha256:275a9af29fcdf6f0cf1dc3e4afd45ac6bbc55eddd70737c79d8ad746bd43d516

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:face3182f7f4cea15ab47d364be03b71bf49753b54a107d4ed6c326b9b633bcb

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:bbc5925a8aa03626da91ac9f42f9168786d76c0690e4243a50bacb0e60c4ea19

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=sha256:361709b2bc852ee8a16f5dda71c23b4efd376e7269b3e4051d2e9c6be3b75819

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=sha256:1405180b9274c7f1425e4dc32d56c0a3e9f53b556b7ab41a478a968952c7dcdb

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

Resolution
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=sha256:8dc472d435c0b00132a739985fda6faccfc5d6cd8cdd49838c1e5bc25fab5a43

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=sha256:2cea6eeb82b5d560fb30e5c935a6456fb0d062b597ca8a90b7c6d0c2164ad0c8

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=sha256:118ff49808f2b4fd77879e4bbeedf87c823727b6a7c040a8df780baa0ca45265

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:e54597a8fe4bb1defb38e2e4e022aa59e7cb59e20163348e020118ebc97167f5

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=sha256:8c96b56ed2d51ae4462aa712055befb457697f181c40372d6ef5471b80ea1b43

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
unresolved
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:f133a535c0b67a52162c17f622fd38868f732ea893086cc287a7fafc012e9934

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:d3eb308281dcb5ec6d0465b25e81bec9e6e13a66983bc5ac19657a9313f03a07

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=sha256:8130273fa5f91b1ba7eb6b7bcd9ba616e30e3e8706e397a02eca9bbc059e4601

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=sha256:05c53f1d74ded526d24a5bc15db70e5e1d08493904079c7d85d6cfa4038b9f71

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=sha256:4008eb2962e638dc1fe957cfc31e8f2288de66059f70a2f6a197e3e08db46a27

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=sha256:5e681133ef3b706d02ea40b7a91069cfcdde12e7e57b8cbf55c378672b1e26f3

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=sha256:98e47c8f492e74ffccbaa7155ead8b207a24d2d5de2f8b3646ee4fd8674fd918

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:ab9c2f97198f1f1be0d87362a192f37ea5d8ad923274b32a9ade08687bb99539

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=sha256:7fb9425c5c14a45c79fa0edf2fcaf6d8653dc95efab8d6d872a272df9b3f8084

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

Resolution
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=sha256:9274e7f0ffefa464716bc8359bc33a80fcd10251b349ac9c6cbfcc1bbcefaf27

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:d05f9c0d3570d921632ccd8c925fee784afedf6511edd689d546b2fe1f54075d

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=sha256:766abfe1a216949ec06df4d0c40d4e57d8b5f752710509eba66e14e6a241d45f

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=sha256:2868b234a081ad63edff815b081e8080ed426f7bd9a4e90a380042e565c3f303

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=sha256:7a594b4897233d95f0c33c46aba595f012204e64c77fe243ee92647338a25df8

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:d29b45e2086746c08c20381ff1ce325e61f097f4426ef23b8b9118eb71c3b0a5

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:f247f1b3eb2d26c5b25fe96609404039e59ca647361f74c44a7ddf621ff5d557

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=sha256:81d7ee507a87c5e4c28470e381c684c52d6c6ca0db5918cb6622be213b043ba3

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=sha256:26f09eda39493b2421489eff79bdf2570e622d69b1231b9d97ecaa44f7fbbb16

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=sha256:70184705673d9c31baa1457cb3f71e7db55bca4d25dbce3a7cc79b77b62fa1ee

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=sha256:2d2dce23fa56a67d826feca93585141882ea7a8a77faee15c039d4260a0e3af7

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=sha256:9c1bec6647e653b98898e78705c2e0f051c27bb521e86e8a67d687104dfa03d9

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=sha256:8966ea54150a699d90afb145c78be5fdd0ca50838b04fb4ea973d52611ba4fbb

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=sha256:9516f303c5a5f40c903ffbbb79848586ffc5b3a0e968e36643f3fd86c9c9b096

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=sha256:74fc94fc5d846421d2b2edd395e4bfb43250ce30d30f4342111561f85cfc8666

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:a70d9691c806be152957a78f1cb2e4bdc40e67f8206298b4296ae3ea5d191df0

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:c5e0a11e818c43276324928f1c6eac939d2670fb761e74a6052ed54104021262

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=sha256:6dbe4964bfe5767f6ae3b7e7a953a22e65bee500adc7e559ab6ebcad14da0558

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:f0b6a87f3ddae0cbc020b8c95dca0115195574981123ec6339d5f050a9f0a18a

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=sha256:342101c4333f65ec8bdf8521fb7cac626f7e42a8762d6c85291cf7e549d54b8d

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:f6dfeadb1f4f638f6311ccea10968403cc6e2184bdeb4175e2c41ed80733c19d

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:c1d5c12d6d028e1de2c4984dc1072ee47268ee7778b81f12164d7f7e924506ae

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=sha256:9dc16f3881d7fe47e4b4dff96f0d8142b9580841c01ad320c93cee06cb100660

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=sha256:3a276eb3e4b7171013f656e41fcc3ec1d26047a4fcd54e8f72dd8cbbe91e1194

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:a155c7b1bf63bab7a0952b902f959513bd623f796f6ec13a1d32d2815b201182

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:cb74d5dddb895b5c9b7a1b81bf108827c0a3955def8d0b154f03c2132325a45d

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:cd00a7509f3a759b52fcb17ddd37c371c60974b4ed3f66e8226748b211ccf4aa

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=sha256:21f3290296bc205bdfeae6068b1964246de9a960ea9b3c8419aee3954757a11d

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=sha256:376f31041f70871cd11ffcd69aaed67b1222abb103ff016a3013ffdf6f0ef775

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:f4ba8b328253cd1fb8efce2589c8b8e0a0ea495da44538d7b87c41a2aa9aa18a

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:f8e6b961ee5c49522f35d5e32ef4e6de1b41639e2f8203e829780c9a508a1801

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=sha256:46ecec492a4d4e3619bba12c30fca31e9c5e1a58aabd293ee217f313b6ad51a7

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:b6ca3f8711b6f43beac0e2cbd168e40ec9d20505fd63e83d617bd8861d9ad6ba

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=sha256:7ce72d2b13322ba38254ad579331e0a087e4b618d6762c79bf60b227d90827b1

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=sha256:3befa8dcc0dd430ad85282186ae879a06054dca96c8ecdde4c24a099e7e7a45c

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=sha256:029d516ed80ee2b43485abb7fb165453f1dc7036779b974abda2c412a954d235

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=sha256:1b56f6143b27397d6aa11592f9eb0b42cdd9d636885d7b7b234699bd3d7cea9b

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=sha256:28f3d24b78f469783c089ff12608012e329dece1ca3f92e23a4df6ab0c9db698

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:f9cbc4ef42b7ecc3fb7765d76e0bb64838a1bf529ec221a195d5d8cd18d0214e

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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=sha256:023a007c99b4b5b4ee7312672e9bbc7a14232aa561b155c370091cad882fd351

Pith citing papers

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