Paper Citation Record · LEDGER

Combinatorial Reinforcement Learning with Preference Feedback

As of 9 August 2026, this Paper Citation Record lists 67 of 67 outbound references and 1 inbound Pith citation observation for arXiv:2502.10158.

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

pith.paper-citation-record.v1
2502.10158 v3

Coverage vector

measured 67 of 67 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T19:20:13.158975Z

measured 68 of 68 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T19:57:04.381612Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-07T19:57:04.556666Z

Reference resolution

67 of 67 outbound references displayed

verified exact2
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External citation measurements

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Outbound references

Observation b18648c4-8d23-482a-b0d4-776f4aea6e69 · outbound

This paper cites Instance-wise minimax-optimal algorithms for logistic bandits.

Combinatorial Reinforcement Learning with Preference Feedback Instance-wise minimax-optimal algorithms for logistic bandits

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:20:15.791208Z

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Observation 28165428-c5d9-4984-b1fe-ef7bca76f6de · outbound

This paper cites Vo q l: Towards optimal regret in model-free rl with nonlinear function approximation.

Combinatorial Reinforcement Learning with Preference Feedback Vo q l: Towards optimal regret in model-free rl with nonlinear function approximation

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:20:15.761100Z

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Observation 2f556e53-d9b4-478a-93e5-6bad9c169184 · outbound

This paper cites A tractable online learning algorithm for the multinomial logit contextual bandit.

Combinatorial Reinforcement Learning with Preference Feedback A tractable online learning algorithm for the multinomial logit contextual bandit

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:20:15.731998Z

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Observation 548ffc32-b4db-40e6-afa2-84473a54d7ee · outbound

This paper cites and Goyal, N.

Combinatorial Reinforcement Learning with Preference Feedback and Goyal, N

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:20:15.706758Z

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Observation c5559935-c99c-4704-94fc-f6e73a4e3652 · outbound

This paper cites Thompson sampling for the mnl-bandit.

Combinatorial Reinforcement Learning with Preference Feedback Thompson sampling for the mnl-bandit

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:20:15.681536Z

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Observation 0080f2ad-5033-432b-92f4-b3169a7009ab · outbound

This paper cites Mnl-bandit: A dynamic learning approach to assortment selection.

Combinatorial Reinforcement Learning with Preference Feedback Mnl-bandit: A dynamic learning approach to assortment selection

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:20:15.657502Z

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Observation 1a6b6990-e2f1-4953-b1bb-3f9504f68356 · outbound

This paper cites April: Active preference learning-based reinforcement learning.

Combinatorial Reinforcement Learning with Preference Feedback April: Active preference learning-based reinforcement learning

Reference 7

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Observation 6ce715ec-61b0-468f-9f9a-9d88960490eb · outbound

This paper cites and Thrampoulidis, C.

Combinatorial Reinforcement Learning with Preference Feedback and Thrampoulidis, C

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:20:15.611297Z

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Observation 87e0a6b4-94a7-4b9e-af07-8a22e8837bc7 · outbound

This paper cites Distributional off-policy evaluation for slate recommendations.

Combinatorial Reinforcement Learning with Preference Feedback Distributional off-policy evaluation for slate recommendations

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:20:15.587861Z

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Observation 280622c9-3417-4960-854e-bad58b1406bd · outbound

This paper cites an unresolved cited work.

Combinatorial Reinforcement Learning with Preference Feedback Unresolved cited work

Reference 10

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Observation 2ba47c7e-b279-4d54-8431-699597d2ea37 · outbound

This paper cites Combinatorial multi-armed bandit: General framework and applications.

Combinatorial Reinforcement Learning with Preference Feedback Combinatorial multi-armed bandit: General framework and applications

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:20:15.532539Z

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Observation f373dd7e-7ebb-408d-b664-499d8c7959c3 · outbound

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Combinatorial Reinforcement Learning with Preference Feedback Unresolved cited work

Reference 12

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Observation 1301a24b-9616-49e4-be44-00e3b0eebef5 · outbound

This paper cites F., Leike, J., Brown, T., Martic, M., Legg, S., and Amodei, D.

Combinatorial Reinforcement Learning with Preference Feedback F., Leike, J., Brown, T., Martic, M., Legg, S., and Amodei, D

Reference 13

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This paper cites S., Proutiere, A., et al.

Combinatorial Reinforcement Learning with Preference Feedback S., Proutiere, A., et al

Reference 14

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Observation f486ebc0-5827-49a4-b03e-e77ade3febf1 · outbound

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Combinatorial Reinforcement Learning with Preference Feedback Unresolved cited work

Reference 15

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Observation 6efd8f5d-8ecd-4f79-a205-07b39d9a6b00 · outbound

This paper cites Assortment planning under the multinomial logit model with totally unimodular constraint structures.

Combinatorial Reinforcement Learning with Preference Feedback Assortment planning under the multinomial logit model with totally unimodular constraint structures

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:20:15.383925Z

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Observation d28026fd-a4ba-4d6e-99d7-21851d4eb11f · outbound

This paper cites Reinforcement learning with combinatorial actions: An application to vehicle routing.

Combinatorial Reinforcement Learning with Preference Feedback Reinforcement learning with combinatorial actions: An application to vehicle routing

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:20:15.337692Z

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Observation dfac6861-d89d-44c1-9e18-c0cfc3117ede · outbound

This paper cites Bilinear classes: A structural framework for provable generalization in rl.

Combinatorial Reinforcement Learning with Preference Feedback Bilinear classes: A structural framework for provable generalization in rl

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:20:15.314252Z

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Observation ac33eec9-1542-41d9-aa9a-81687450b21a · outbound

This paper cites Cascading Reinforcement Learning.

Combinatorial Reinforcement Learning with Preference Feedback Cascading Reinforcement Learning

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-08-07T19:20:13.850736Z

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Observation cfa91a6f-ffe0-4abc-946c-00885a286f88 · outbound

This paper cites Improved optimistic algorithms for logistic bandits.

Combinatorial Reinforcement Learning with Preference Feedback Improved optimistic algorithms for logistic bandits

Reference 20

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Observation 098c220a-6abd-4050-b907-6c19d2a35cb0 · outbound

This paper cites Jointly efficient and optimal algorithms for logistic bandits.

Combinatorial Reinforcement Learning with Preference Feedback Jointly efficient and optimal algorithms for logistic bandits

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:20:15.269061Z

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Observation 7e340fbd-91da-4e35-ba4b-b239c9866093 · outbound

This paper cites Parametric bandits: The generalized linear case.

Combinatorial Reinforcement Learning with Preference Feedback Parametric bandits: The generalized linear case

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:20:15.243063Z

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Observation 2f8a65c8-fb8b-4f3f-8849-0f9032f82e28 · outbound

This paper cites The Statistical Complexity of Interactive Decision Making.

Combinatorial Reinforcement Learning with Preference Feedback The Statistical Complexity of Interactive Decision Making

Reference 23

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Combinatorial Reinforcement Learning with Preference Feedback Unresolved cited work

Reference 24

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Observation 6928cb0d-781e-413a-8e6e-441d96001d7d · outbound

This paper cites Deep Reinforcement Learning with a Combinatorial Action Space for Predicting Popular Reddit Threads.

Combinatorial Reinforcement Learning with Preference Feedback Deep Reinforcement Learning with a Combinatorial Action Space for Predicting Popular Reddit Threads

Reference 25

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Observation 3d67be2f-445b-4ee9-8b72-fb62b692493b · outbound

This paper cites Slateq: A tractable decomposition for reinforcement learning with recommendation sets.

Combinatorial Reinforcement Learning with Preference Feedback Slateq: A tractable decomposition for reinforcement learning with recommendation sets

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:20:15.197624Z

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Observation db054e73-4680-4d27-87cf-20070c8075d5 · outbound

This paper cites Randomized exploration in reinforcement learning with general value function approximation.

Combinatorial Reinforcement Learning with Preference Feedback Randomized exploration in reinforcement learning with general value function approximation

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:20:15.166195Z

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Observation d37ac1b4-fda5-476f-a172-b224f7503961 · outbound

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Combinatorial Reinforcement Learning with Preference Feedback Unresolved cited work

Reference 28

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Combinatorial Reinforcement Learning with Preference Feedback Unresolved cited work

Reference 29

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Observation 768a359f-e859-454d-8b5d-64a5cc65c0f9 · outbound

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Combinatorial Reinforcement Learning with Preference Feedback Unresolved cited work

Reference 30

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Observation 20505fb5-e7b5-4bb6-bba8-f729ebe59dd9 · outbound

This paper cites Bellman eluder dimension: New rich classes of rl problems, and sample-efficient algorithms.

Combinatorial Reinforcement Learning with Preference Feedback Bellman eluder dimension: New rich classes of rl problems, and sample-efficient algorithms

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:20:15.053824Z

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Observation c7559e90-d365-4d5d-887e-5c33a19d1edf · outbound

This paper cites Online Sub-Sampling for Reinforcement Learning with General Function Approximation.

Combinatorial Reinforcement Learning with Preference Feedback Online Sub-Sampling for Reinforcement Learning with General Function Approximation

Reference 32

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This paper cites Cascading bandits: Learning to rank in the cascade model.

Combinatorial Reinforcement Learning with Preference Feedback Cascading bandits: Learning to rank in the cascade model

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:20:15.022919Z

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Observation 97c5c92f-6b79-4add-a98d-4cb47ffe6888 · outbound

This paper cites Combinatorial cascading bandits.

Combinatorial Reinforcement Learning with Preference Feedback Combinatorial cascading bandits

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:20:14.990933Z

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Combinatorial Reinforcement Learning with Preference Feedback and Hutter, M

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:20:14.969336Z

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Observation 1d65c601-5eb0-47a9-a4f8-b27ae658b390 · outbound

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Combinatorial Reinforcement Learning with Preference Feedback and Oh, M.-h

Reference 36

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Combinatorial Reinforcement Learning with Preference Feedback and Oh, M.-h

Reference 37

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This paper cites Online learning to rank with features.

Combinatorial Reinforcement Learning with Preference Feedback Online learning to rank with features

Reference 38

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This paper cites Modelling the choice of residential location.

Combinatorial Reinforcement Learning with Preference Feedback Modelling the choice of residential location

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:20:14.869998Z

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Observation 7ea4aeb3-84a7-439d-8dd2-8f0fb9d3985f · outbound

This paper cites Counterfactual evaluation of slate recommendations with sequential reward interactions.

Combinatorial Reinforcement Learning with Preference Feedback Counterfactual evaluation of slate recommendations with sequential reward interactions

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:20:14.846788Z

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Observation fcfff1cd-f4ab-4158-ae4a-b06c3f79319c · outbound

This paper cites Discrete Sequential Prediction of Continuous Actions for Deep RL.

Combinatorial Reinforcement Learning with Preference Feedback Discrete Sequential Prediction of Continuous Actions for Deep RL

Reference 41

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Combinatorial Reinforcement Learning with Preference Feedback M., and Van Erven, T

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:20:14.823133Z

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Observation 56c2cf88-add8-4503-afae-f42231ec6f72 · outbound

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Combinatorial Reinforcement Learning with Preference Feedback and Iyengar, G

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:20:14.798459Z

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Combinatorial Reinforcement Learning with Preference Feedback and Iyengar, G

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:20:14.776371Z

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Observation 5709ed03-ef9c-4ebf-8579-29b622ec9063 · outbound

This paper cites Online Learning: A Modern Introduction Using Convex Optimization.

Combinatorial Reinforcement Learning with Preference Feedback Online Learning: A Modern Introduction Using Convex Optimization

Reference 45

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This paper cites Training language models to follow instructions with human feedback.

Combinatorial Reinforcement Learning with Preference Feedback Training language models to follow instructions with human feedback

Reference 46

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Combinatorial Reinforcement Learning with Preference Feedback and Goyal, V

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:20:14.725451Z

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Combinatorial Reinforcement Learning with Preference Feedback M., and Shmoys, D

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:20:14.702565Z

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Observation fd73fb0f-6618-47e3-8b24-2fa8b5fc3fcd · outbound

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Combinatorial Reinforcement Learning with Preference Feedback and Van Roy, B

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:20:14.674460Z

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Observation 3b9cb725-dbc2-4f30-886e-b86fde07259b · outbound

This paper cites CAQL: Continuous Action Q-Learning.

Combinatorial Reinforcement Learning with Preference Feedback CAQL: Continuous Action Q-Learning

Reference 50

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Observation c361c8e7-8103-4598-9c9c-54a000858ecd · outbound

This paper cites Dueling rl: Reinforcement learning with trajectory preferences.

Combinatorial Reinforcement Learning with Preference Feedback Dueling rl: Reinforcement learning with trajectory preferences

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T19:20:12.934451Z

Source-reported events for the cited work

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This paper cites and Zeevi, A.

Combinatorial Reinforcement Learning with Preference Feedback and Zeevi, A

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:20:14.571717Z

Source-reported events for the cited work

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Observation e54c55dc-8a4a-4da0-b233-80cb91fa2068 · outbound

This paper cites Deep Reinforcement Learning with Attention for Slate Markov Decision Processes with High-Dimensional States and Actions.

Combinatorial Reinforcement Learning with Preference Feedback Deep Reinforcement Learning with Attention for Slate Markov Decision Processes with High-Dimensional States and Actions

Reference 53

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This paper cites Off-policy evaluation for slate recommendation.

Combinatorial Reinforcement Learning with Preference Feedback Off-policy evaluation for slate recommendation

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:20:14.490085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 966e96de-4d75-4ed4-a76e-7b8f27233eb2 · outbound

This paper cites Composite convex minimization involving self-concordant-like cost functions.

Combinatorial Reinforcement Learning with Preference Feedback Composite convex minimization involving self-concordant-like cost functions

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:20:14.392696Z

Source-reported events for the cited work

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Observation 0381e4e0-bdaa-41eb-8fd2-05ade2ab0bc1 · outbound

This paper cites Control variates for slate off-policy evaluation.

Combinatorial Reinforcement Learning with Preference Feedback Control variates for slate off-policy evaluation

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:20:14.370807Z

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Observation 94a32340-6a5b-4085-bb4e-f7ca283eb595 · outbound

This paper cites R., and Yang, L.

Combinatorial Reinforcement Learning with Preference Feedback R., and Yang, L

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:20:14.343071Z

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Observation cf765a08-75ae-4f55-8dba-ffcf813dc963 · outbound

This paper cites S., and Krishnamurthy, A.

Combinatorial Reinforcement Learning with Preference Feedback S., and Krishnamurthy, A

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:20:14.299861Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f7cfa02b-79b3-4be3-9004-935ad45b2f17 · outbound

This paper cites A survey of preference-based reinforcement learning methods.

Combinatorial Reinforcement Learning with Preference Feedback A survey of preference-based reinforcement learning methods

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-07T19:20:12.992315Z

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Observation 709c594c-281b-4b1f-b016-6bb1a69643b8 · outbound

This paper cites and Wang, M.

Combinatorial Reinforcement Learning with Preference Feedback and Wang, M

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:20:14.250244Z

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Observation ba8ba420-fd18-4f34-b324-9b965813f310 · outbound

This paper cites Provable Offline Preference-Based Reinforcement Learning.

Combinatorial Reinforcement Learning with Preference Feedback Provable Offline Preference-Based Reinforcement Learning

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-07T19:20:13.002840Z

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Observation 304bad2e-afe8-4a0c-86ac-823bd00b71a0 · outbound

This paper cites and Sugiyama, M.

Combinatorial Reinforcement Learning with Preference Feedback and Sugiyama, M

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:20:14.224992Z

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Observation b2ccb11c-209a-402c-ae20-0d9270cbc34b · outbound

This paper cites A nearly optimal and low-switching algorithm for reinforcement learning with general function approximation.

Combinatorial Reinforcement Learning with Preference Feedback A nearly optimal and low-switching algorithm for reinforcement learning with general function approximation

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-07T19:20:13.024732Z

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Observation 61a64b14-a5d7-4c2d-91d6-8eb528de124a · outbound

This paper cites Nearly minimax optimal reinforcement learning for linear mixture markov decision processes.

Combinatorial Reinforcement Learning with Preference Feedback Nearly minimax optimal reinforcement learning for linear mixture markov decision processes

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:20:14.158264Z

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Observation b708c4e8-4c11-4f98-97b7-749ec3e6d313 · outbound

This paper cites Provably efficient reinforcement learning for discounted mdps with feature mapping.

Combinatorial Reinforcement Learning with Preference Feedback Provably efficient reinforcement learning for discounted mdps with feature mapping

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:20:14.048206Z

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Observation 1d0be506-c88f-4589-a7c3-2ea55a333c73 · outbound

This paper cites Principled reinforcement learning with human feedback from pairwise or k-wise comparisons.

Combinatorial Reinforcement Learning with Preference Feedback Principled reinforcement learning with human feedback from pairwise or k-wise comparisons

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:20:13.941327Z

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Observation f862ff19-2f46-4f8b-b608-2e8bc716e90a · outbound

This paper cites write newline.

Combinatorial Reinforcement Learning with Preference Feedback write newline

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-07T19:20:13.158975Z

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Pith citing papers

Observation 43b8d225-c795-465e-b2a8-95d9a7baee25 · inbound

Improved Online Confidence Bounds for Multinomial Logistic Bandits cites this paper.

Improved Online Confidence Bounds for Multinomial Logistic Bandits Combinatorial Reinforcement Learning with Preference Feedback

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-08-07T19:57:04.564210Z

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