Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function | Paper Citation Record

Observation e9703832-2747-4b73-8c47-4467da086c5e · outbound

This paper cites Reinforcement learning: An introduction, volume 1.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Reinforcement learning: An introduction, volume 1

Reference 1

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Observation 70fe8ede-870e-4e44-ae03-67b1798c8153 · outbound

This paper cites Controlled experiments on the web: survey and practical guide.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Controlled experiments on the web: survey and practical guide

Reference 2

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Observation 2de9bc8e-27eb-4749-95be-5ba5d2ac8ec5 · outbound

This paper cites Deep reinforcement learning from human preferences.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Deep reinforcement learning from human preferences

Reference 3

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Observation 2916cde9-d8b5-465c-97bc-8968f3927110 · outbound

This paper cites Al Sallab, Senthil Yogamani, and Patrick Pérez.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Al Sallab, Senthil Yogamani, and Patrick Pérez

Reference 4

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Observation 739bf0c4-c7c9-4cd1-bc45-3be231cf17ea · outbound

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

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Training language models to follow instructions with human feedback

Reference 5

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Observation ca01d7dd-fa85-480d-9975-8a0b310cb5f4 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 6

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Observation 99c7fe35-9628-4b78-b4ab-abb6f85799f3 · outbound

This paper cites Dynamic programming and stochastic control processes.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Dynamic programming and stochastic control processes

Reference 7

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Observation 192aba53-7d83-4907-ad1b-7861438a4a85 · outbound

This paper cites Markov decision processes: discrete stochastic dynamic programming.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Markov decision processes: discrete stochastic dynamic programming

Reference 8

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Observation 5d6406f9-6fc8-452a-874a-8d9f581f79e9 · outbound

This paper cites Inverse reward design.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Inverse reward design

Reference 9

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Observation de54f59e-6712-4905-8a83-7fe6714d6b9d · outbound

This paper cites Reward Design with Language Models.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Reward Design with Language Models

Reference 10

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Observation 6f2ccb55-f03d-4c47-9196-aa7b47ef13c6 · outbound

This paper cites Defining and characterizing reward gaming.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Defining and characterizing reward gaming

Reference 11

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Observation c50e7a09-cd8c-4f95-834e-d184db24cd46 · outbound

This paper cites Scaling Laws for Reward Model Overoptimization in Direct Alignment Algorithms.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Scaling Laws for Reward Model Overoptimization in Direct Alignment Algorithms

Reference 12

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Observation 31d800c5-7bad-4ed5-8efc-6e2d80ecf082 · outbound

This paper cites GPT-4o System Card.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function GPT-4o System Card

Reference 13

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Observation 1534fe5b-74b5-4f5f-a2bb-9c1b5495e071 · outbound

This paper cites Direct preference optimization: Your language model is secretly a reward model.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Direct preference optimization: Your language model is secretly a reward model

Reference 14

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Observation e5c0ff52-d75e-47a2-bb45-e07577dc1094 · outbound

This paper cites Zeroth-order policy gradient for reinforcement learning from human feedback without reward inference.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Zeroth-order policy gradient for reinforcement learning from human feedback without reward inference

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:20:24.434223Z

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Observation 5def0db4-fbcf-475d-b4d3-3d100ea593d7 · outbound

This paper cites Proximal policy optimization algorithms, 2017.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Proximal policy optimization algorithms, 2017

Reference 16

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Observation a80d8297-66c6-4289-8a23-988584021b24 · outbound

This paper cites Open problems and fundamental limitations of reinforcement learning from human feedback.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Open problems and fundamental limitations of reinforcement learning from human feedback

Reference 17

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Observation 2b6d06d7-162f-4354-abc4-664102270b38 · outbound

This paper cites Lee, Wotao Yin, Mingyi Hong, Zhangyang Wang, Sijia Liu, and Tianlong Chen.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Lee, Wotao Yin, Mingyi Hong, Zhangyang Wang, Sijia Liu, and Tianlong Chen

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:20:24.164237Z

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Observation 4656b496-a7a3-473d-9590-2e947e847154 · outbound

This paper cites From r to q^ * : Your language model is secretly a q-function.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function From r to q^ * : Your language model is secretly a q-function

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:20:23.963362Z

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Observation b76e2247-cc93-4d0b-841a-15c87dfc1c31 · outbound

This paper cites an unresolved cited work.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Unresolved cited work

Reference 20

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Observation 2105833b-782a-4fa4-b5d9-68dbaa0f8459 · outbound

This paper cites Random utility theory for social choice.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Random utility theory for social choice

Reference 21

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Observation 7519c8fe-e391-4f82-b614-f4e0aa2e2cd9 · outbound

This paper cites Modeling ordered choices: A primer, 2010.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Modeling ordered choices: A primer, 2010

Reference 22

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Observation a1d649d2-8446-4572-87bf-486af6d3ef41 · outbound

This paper cites Econometric analysis 4th edition.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Econometric analysis 4th edition

Reference 23

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Observation 571facf2-89e0-497e-8702-1fd5b464a369 · outbound

This paper cites Sensory evaluation of food: principles and practices.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Sensory evaluation of food: principles and practices

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:20:23.282474Z

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Observation 097214b3-cd0f-4089-a3e8-c302ce0d7ae6 · outbound

This paper cites Sensory evaluation techniques.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Sensory evaluation techniques

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:20:23.069453Z

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Observation 0b3b9f97-ef92-479c-bb26-deb82ab8b5de · outbound

This paper cites Nash learning from human feedback.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Nash learning from human feedback

Reference 26

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Observation 9cca57ca-66e0-4d12-bbd7-2c97d1726096 · outbound

This paper cites A general theoretical paradigm to understand learning from human preferences.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function A general theoretical paradigm to understand learning from human preferences

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:20:22.715947Z

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Observation f44cfb7f-350f-4cc4-ae86-c53b6055920e · outbound

This paper cites Models of human preference for learning reward functions.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Models of human preference for learning reward functions

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:20:22.557457Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1120e8b4-c18f-4faa-8d3b-7be8f969d57a · outbound

This paper cites Reinforcement learning from human feedback without reward inference: Model-free algorithm and instance-dependent analysis.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Reinforcement learning from human feedback without reward inference: Model-free algorithm and instance-dependent analysis

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:20:22.399902Z

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Observation 16fc529c-6624-49cd-89d7-04165b8a6dc4 · outbound

This paper cites Preference-based online learning with dueling bandits: A survey.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Preference-based online learning with dueling bandits: A survey

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:20:22.244253Z

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Observation 68c03123-55da-4bc6-a574-bbf61d4e86f5 · outbound

This paper cites Is RLHF More Difficult than Standard RL?.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Is RLHF More Difficult than Standard RL?

Reference 31

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Observation 155b393a-2365-4814-8dc9-7b9c21daf1bc · outbound

This paper cites A survey of reinforcement learning from human feedback.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function A survey of reinforcement learning from human feedback

Reference 32

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Observation ce96e202-23b6-4bcb-aa22-30374648414c · outbound

This paper cites Scaling laws for reward model overoptimization.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Scaling laws for reward model overoptimization

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:20:22.106083Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation eb2419d6-f622-4eaa-b050-50fb1789f50c · outbound

This paper cites Model-free preference-based reinforcement learning.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Model-free preference-based reinforcement learning

Reference 34

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Observation 852239dc-55ea-4a60-bd60-6d5db5a9e88b · outbound

This paper cites Scaling Language Models: Methods, Analysis & Insights from Training Gopher.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Scaling Language Models: Methods, Analysis & Insights from Training Gopher

Reference 35

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Observation 47499b1b-0fdc-41be-b7ed-be6849a3b848 · outbound

This paper cites Back to Basics: Revisiting REINFORCE Style Optimization for Learning from Human Feedback in LLMs.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Back to Basics: Revisiting REINFORCE Style Optimization for Learning from Human Feedback in LLMs

Reference 36

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Observation eb008823-5efe-47a6-9bb5-5b36aaab89fe · outbound

This paper cites Iterative data smoothing: Mitigating reward overfitting and overoptimization in RLHF.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Iterative data smoothing: Mitigating reward overfitting and overoptimization in RLHF

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:20:21.959204Z

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Observation c53d914b-6a9f-429c-97e9-e5b27852a45f · outbound

This paper cites RLHF Workflow: From Reward Modeling to Online RLHF.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function RLHF Workflow: From Reward Modeling to Online RLHF

Reference 38

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Observation 72383b3d-0aa4-47c7-952e-3f082282bcbf · outbound

This paper cites Iterative preference learning from human feedback: Bridging theory and practice for RLHF under KL -constraint.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Iterative preference learning from human feedback: Bridging theory and practice for RLHF under KL -constraint

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:20:21.818904Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation faf8bccb-9cd4-44ef-92c4-992109603475 · outbound

This paper cites SLiC-HF: Sequence Likelihood Calibration with Human Feedback.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function SLiC-HF: Sequence Likelihood Calibration with Human Feedback

Reference 40

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Observation 4e900513-ea97-4973-99b3-e7ed056381b2 · outbound

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Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Unresolved cited work

Reference 41

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Observation fde34b94-7148-45ca-9177-fabbbd68ac2d · outbound

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

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Dueling rl: Reinforcement learning with trajectory preferences

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:20:21.447430Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d3376d72-f218-4f16-979d-2b5ac0b7f007 · outbound

This paper cites Lee, and Wen Sun.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Lee, and Wen Sun

Reference 43

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c27ff57d-d834-4f70-9e04-45b415b4032f · outbound

This paper cites an unresolved cited work.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Unresolved cited work

Reference 44

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Observation cb357bfe-a7f0-42b9-8cf9-09477257b24f · outbound

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

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Principled reinforcement learning with human feedback from pairwise or k-wise comparisons

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:20:20.936211Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c998c1d4-4d99-46c4-bd9a-40bf5731e69c · outbound

This paper cites Provably feedback-efficient reinforcement learning via active reward learning.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Provably feedback-efficient reinforcement learning via active reward learning

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:20:20.811129Z

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Observation 0233317e-db04-4053-aae1-f918664243a0 · outbound

This paper cites Making RL with preference-based feedback efficient via randomization.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Making RL with preference-based feedback efficient via randomization

Reference 47

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Observation c477f12d-8642-45e5-9f7c-6d8ee20d0c30 · outbound

This paper cites Reinforcement Learning with Human Feedback: Learning Dynamic Choices via Pessimism.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Reinforcement Learning with Human Feedback: Learning Dynamic Choices via Pessimism

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T11:20:13.572546Z

Source-reported events for the cited work

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Observation dd8c175d-60e3-4c22-a873-2d522bf430d3 · outbound

This paper cites PARL : A unified framework for policy alignment in reinforcement learning from human feedback.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function PARL : A unified framework for policy alignment in reinforcement learning from human feedback

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:20:20.698009Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5e79b9c9-f0f6-461b-8c8b-9946d45997bc · outbound

This paper cites A Theoretical Framework for Partially Observed Reward-States in RLHF.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function A Theoretical Framework for Partially Observed Reward-States in RLHF

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T11:20:13.676261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed9d7dcf-c55c-4cba-b980-2322526f4b1e · outbound

This paper cites Exploratory Preference Optimization: Harnessing Implicit Q*-Approximation for Sample-Efficient RLHF.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Exploratory Preference Optimization: Harnessing Implicit Q*-Approximation for Sample-Efficient RLHF

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T11:20:13.714921Z

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Observation 6690ffa4-8c86-4f9f-92e0-78b78d683504 · outbound

This paper cites Preference-based reinforcement learning with finite-time guarantees.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Preference-based reinforcement learning with finite-time guarantees

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T11:20:13.768418Z

Source-reported events for the cited work

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Observation a625c456-97f1-4a52-8f94-1a6d6771ea27 · outbound

This paper cites Zeroth-order optimization meets human feedback: Provable learning via ranking oracles.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Zeroth-order optimization meets human feedback: Provable learning via ranking oracles

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:20:20.474693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7340b7ca-af8f-47b1-826f-1103e648a73a · outbound

This paper cites Interactively optimizing information retrieval systems as a dueling bandits problem.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Interactively optimizing information retrieval systems as a dueling bandits problem

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-07T11:20:13.869262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37158a94-e721-48dc-9a56-9d4451dae6fc · outbound

This paper cites Beat the mean bandit.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Beat the mean bandit

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:20:20.339023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 36498c12-90fc-466f-a433-0d8d4b0b5411 · outbound

This paper cites Generalized preference optimization: A unified approach to offline alignment.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Generalized preference optimization: A unified approach to offline alignment

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:20:20.260964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e48c9491-b216-4f2c-8dce-4cfe88ce4f50 · outbound

This paper cites Human-in-the-loop: Provably efficient preference-based reinforcement learning with general function approximation.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Human-in-the-loop: Provably efficient preference-based reinforcement learning with general function approximation

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:20:20.110017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5f9fc27b-a6fa-45d6-aceb-bc102ab9b3c0 · outbound

This paper cites A theoretical analysis of nash learning from human feedback under general kl-regularized preference.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function A theoretical analysis of nash learning from human feedback under general kl-regularized preference

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:20:20.005951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5cd7e6c0-792b-4999-8f7b-1ef62dfc01ff · outbound

This paper cites Extragradient Preference Optimization (EGPO): Beyond Last-Iterate Convergence for Nash Learning from Human Feedback.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Extragradient Preference Optimization (EGPO): Beyond Last-Iterate Convergence for Nash Learning from Human Feedback

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-07T11:20:14.045330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7f15eb2-1f01-4a41-b31c-5f4fe31cdcbc · outbound

This paper cites Direct Nash Optimization: Teaching Language Models to Self-Improve with General Preferences.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Direct Nash Optimization: Teaching Language Models to Self-Improve with General Preferences

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-07T11:20:14.109193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d609393-a485-48e9-831d-0d2108ca7be1 · outbound

This paper cites Iterative Nash Policy Optimization: Aligning LLMs with General Preferences via No-Regret Learning.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Iterative Nash Policy Optimization: Aligning LLMs with General Preferences via No-Regret Learning

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-07T11:20:14.166568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1155787-5804-4de0-aab3-ff4b133c206a · outbound

This paper cites Stochastic first-and zeroth-order methods for nonconvex stochastic programming.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Stochastic first-and zeroth-order methods for nonconvex stochastic programming

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-07T11:20:14.251100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2cbb1d1-4a3a-4b1a-98d2-495f1ea29c8a · outbound

This paper cites Random gradient-free minimization of convex functions.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Random gradient-free minimization of convex functions

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-07T11:20:14.327923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b2c1b49-9dbc-4dff-9042-fe52767810be · outbound

This paper cites Zeroth-order online alternating direction method of multipliers: Convergence analysis and applications.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Zeroth-order online alternating direction method of multipliers: Convergence analysis and applications

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:20:19.876255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 883be79c-b080-49d3-b44d-2ed6fc91247e · outbound

This paper cites Zeroth-order stochastic variance reduction for nonconvex optimization.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Zeroth-order stochastic variance reduction for nonconvex optimization

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:20:19.744327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 971ae2dd-6d2d-4f65-ab50-7b305d4b7b0f · outbound

This paper cites A zeroth-order block coordinate descent algorithm for huge-scale black-box optimization.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function A zeroth-order block coordinate descent algorithm for huge-scale black-box optimization

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:20:19.522274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6aa4c8eb-31e8-4123-8fd8-86f3fa3e4b86 · outbound

This paper cites On the information-adaptive variants of the admm: an iteration complexity perspective.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function On the information-adaptive variants of the admm: an iteration complexity perspective

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:20:19.280656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 32a34c98-7b60-4904-a31b-ac0bc3ab8a24 · outbound

This paper cites Fine-tuning language models with just forward passes.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Fine-tuning language models with just forward passes

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:20:19.029182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 07876c0c-5d52-47f5-8453-efbe4022bbcc · outbound

This paper cites Evolutionsstrategie.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Evolutionsstrategie

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:20:18.777335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f1de5ea6-2bb9-4c81-a9dd-ca48cfc2ac06 · outbound

This paper cites Evolution Strategies as a Scalable Alternative to Reinforcement Learning.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Evolution Strategies as a Scalable Alternative to Reinforcement Learning

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-07T11:20:14.770317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 284ff06e-fe75-4924-ad8d-f9a1aeeae412 · outbound

This paper cites Improving exploration in evolution strategies for deep reinforcement learning via a population of novelty-seeking agents.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Improving exploration in evolution strategies for deep reinforcement learning via a population of novelty-seeking agents

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:20:18.519056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b1c5defc-e852-4e0f-9cd1-8710f494396f · outbound

This paper cites o r \'e nyi, Paul Weng, Weiwei Cheng, and Eyke H \.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function o r \'e nyi, Paul Weng, Weiwei Cheng, and Eyke H \

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:20:18.225652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4514c777-95fb-45ff-8643-5349d481cee0 · outbound

This paper cites Preference-based policy learning.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Preference-based policy learning

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:20:18.013767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c1086b22-e42f-4c98-8177-ce41ecf25690 · outbound

This paper cites sign SGD : Compressed optimisation for non-convex problems.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function sign SGD : Compressed optimisation for non-convex problems

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:20:17.771367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4624754b-48f7-4449-9214-3f6e92dee3e3 · outbound

This paper cites sign SGD via zeroth-order oracle.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function sign SGD via zeroth-order oracle

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:20:17.561389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1d23d772-18ad-4127-855e-212208825ea0 · outbound

This paper cites Thurstone.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Thurstone

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:20:17.425354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6f98a202-ef5e-4072-ac1b-49f50c2593b3 · outbound

This paper cites an unresolved cited work.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Unresolved cited work

Reference 77

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:20:17.289639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation eea2b3cf-b74c-4cc7-b4b3-701a9358fa0b · outbound

This paper cites Reddi, Satyen Kale, and Sanjiv Kumar.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Reddi, Satyen Kale, and Sanjiv Kumar

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-07T11:20:15.228756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a778a116-10e9-461d-acc1-169b01716d4a · outbound

This paper cites Online rl in linearly q^ -realizable mdps is as easy as in linear mdps if you learn what to ignore.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Online rl in linearly q^ -realizable mdps is as easy as in linear mdps if you learn what to ignore

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:20:17.145625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 35a2cadb-2800-410f-b344-516972a410a6 · outbound

This paper cites Sample-efficient reinforcement learning is feasible for linearly realizable mdps with limited revisiting.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Sample-efficient reinforcement learning is feasible for linearly realizable mdps with limited revisiting

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:20:16.927021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ebf7a969-1673-4a56-a423-dfe76fb3dcca · outbound

This paper cites Provably efficient reinforcement learning with linear function approximation.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Provably efficient reinforcement learning with linear function approximation

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:20:16.706697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c2d9b706-27a8-433f-a24b-df58a46d0be7 · outbound

This paper cites High-dimensional probability: An introduction with applications in data science, volume 47.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function High-dimensional probability: An introduction with applications in data science, volume 47

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-07T11:20:15.443901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1e85407-5e5e-4403-9f38-41b9ca43909b · outbound

This paper cites an unresolved cited work.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Unresolved cited work

Reference 83

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:20:16.605630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 23f9ea8d-a73f-4b8a-a799-0a9968480331 · outbound

This paper cites Direct Language Model Alignment from Online AI Feedback.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Direct Language Model Alignment from Online AI Feedback

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-07T11:20:15.560054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e5ac7ae-8755-4084-8948-5a91bd1a59c4 · outbound

This paper cites Convex Optimization.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Convex Optimization

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:20:16.471296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ca26ef71-734b-4f3c-ad42-300c2dcf7080 · outbound

This paper cites Linear convergence of gradient and proximal-gradient methods under the polyak- ojasiewicz condition.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function Linear convergence of gradient and proximal-gradient methods under the polyak- ojasiewicz condition

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:20:16.361093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9d2fc4c2-5b85-45fa-8a99-90eafaa3e14a · outbound

This paper cites On the global convergence rates of softmax policy gradient methods.

Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function On the global convergence rates of softmax policy gradient methods

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:20:16.252160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Reference resolution

Outbound references

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