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Paper Citation Record · LEDGER

Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs

As of 10 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2606.18747.

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pith.paper-citation-record.v1
2606.18747 v1

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measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

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measured 42 of 42 standing notices

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measured 0 of 0 inbound itemization

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Reference resolution

42 of 42 outbound references displayed

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Outbound references

Observation ae8d58c1-e81f-4fea-bde0-d534d43dbeae · outbound

This paper cites Large language models for human–robot interaction: A review,.

Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs Large language models for human–robot interaction: A review,

Reference 1

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Observation bd821bcd-e10b-4b52-89eb-c0e3285364b8 · outbound

This paper cites Generative Artificial Intelligence in Robotic Manipulation: A Survey,.

Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs Generative Artificial Intelligence in Robotic Manipulation: A Survey,

Reference 2

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Observation 91ccba7b-c803-4ab4-b1ce-4a8b5539a1a0 · outbound

This paper cites Large Language Models for Robotics: A Survey,.

Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs Large Language Models for Robotics: A Survey,

Reference 3

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Observation b40ce64c-0965-430d-82c3-fcaae1eee663 · outbound

This paper cites Large language models for robotics: Opportunities, challenges, and perspectives,.

Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs Large language models for robotics: Opportunities, challenges, and perspectives,

Reference 4

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Observation 1358aeba-143e-4a21-b6aa-3a201a19f297 · outbound

This paper cites Speech gesture generation from the trimodal context of text, audio, and speaker identity,.

Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs Speech gesture generation from the trimodal context of text, audio, and speaker identity,

Reference 5

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Observation 45fe4eaf-7c22-4156-ae02-f3cad3f52e99 · outbound

This paper cites Modeling and evaluating beat gestures for social robots,.

Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs Modeling and evaluating beat gestures for social robots,

Reference 6

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Observation 3a3b882c-04bd-42ba-a9e9-de7964f2ba95 · outbound

This paper cites Measurement In- struments for the Anthropomorphism, Animacy, Likeability, Perceived Intelligence, and Perceived Safety of Robots,.

Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs Measurement In- struments for the Anthropomorphism, Animacy, Likeability, Perceived Intelligence, and Perceived Safety of Robots,

Reference 7

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Observation 8ceb69dc-1f73-4814-a364-7b9206fc9ca4 · outbound

This paper cites A primer for conducting experiments in human–robot interaction,.

Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs A primer for conducting experiments in human–robot interaction,

Reference 8

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Observation c8f012e6-65c9-433d-924b-5f3e45f70a9b · outbound

This paper cites Incremental learning of humanoid robot behavior from natural interaction and large language models,.

Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs Incremental learning of humanoid robot behavior from natural interaction and large language models,

Reference 9

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Observation e049d2f3-4bfa-470b-bcc6-da371a16606f · outbound

This paper cites Reinforcement Learning Approaches in Social Robotics,.

Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs Reinforcement Learning Approaches in Social Robotics,

Reference 10

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Observation 55832f01-efff-47de-a3e3-fa8315047ab2 · outbound

This paper cites A Survey of Reinforcement Learning from Human Feedback,.

Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs A Survey of Reinforcement Learning from Human Feedback,

Reference 11

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Observation 55995bf4-5185-4d44-988e-7ef4a6ee114b · outbound

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

Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs Training language models to follow instructions with human feedback,

Reference 12

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Observation 88982e2f-5605-478a-8f81-95a9dcef8050 · outbound

This paper cites Generative Expressive Robot Behaviors using Large Language Models,.

Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs Generative Expressive Robot Behaviors using Large Language Models,

Reference 13

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Observation 2d74c322-f895-4f03-a7d8-446040359236 · outbound

This paper cites ChatGPT for Robotics: Design Principles and Model Abilities,.

Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs ChatGPT for Robotics: Design Principles and Model Abilities,

Reference 14

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Observation cc186e08-bc1d-4da9-9e1e-df6a2b2e22f2 · outbound

This paper cites Eval- uating LLMs for Code Generation in HRI: A Comparative Study of ChatGPT, Gemini, and Claude,.

Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs Eval- uating LLMs for Code Generation in HRI: A Comparative Study of ChatGPT, Gemini, and Claude,

Reference 15

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Observation ad7a1032-c177-405f-a4ab-e63ed2a44aa4 · outbound

This paper cites The Impact of VR and 2D Interfaces on Human Feedback in Preference- Based Robot Learning,.

Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs The Impact of VR and 2D Interfaces on Human Feedback in Preference- Based Robot Learning,

Reference 16

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Observation 814ec9f8-e011-4e33-b624-c40858a5b1ed · outbound

This paper cites A Mass-Produced Sociable Humanoid Robot: Pepper: The First Machine of Its Kind,.

Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs A Mass-Produced Sociable Humanoid Robot: Pepper: The First Machine of Its Kind,

Reference 17

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Observation 21da1fef-a6b7-482c-b884-59437cfcb951 · outbound

This paper cites Mehrabian,Nonverbal Communication.

Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs Mehrabian,Nonverbal Communication

Reference 18

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Observation 3436ab38-083c-4293-a984-8ba647f08f27 · outbound

This paper cites Effects of nonverbal communication on efficiency and robustness in human- robot teamwork,.

Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs Effects of nonverbal communication on efficiency and robustness in human- robot teamwork,

Reference 19

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Observation f7daf696-aa1a-4e65-a007-bb19ed201027 · outbound

This paper cites A human-centered approach to robot gesture based communication within collaborative working processes,.

Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs A human-centered approach to robot gesture based communication within collaborative working processes,

Reference 20

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Observation c3112696-dba6-44f1-83fb-3ca9e74f0303 · outbound

This paper cites Would you let a humanoid play storytelling with your child? A usability study on LLM-powered nar- rative Humanoid-Robot Interaction,.

Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs Would you let a humanoid play storytelling with your child? A usability study on LLM-powered nar- rative Humanoid-Robot Interaction,

Reference 21

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Observation 5c1f417e-90fa-450d-ab7d-365bfdb1d185 · outbound

This paper cites Synchronized gesture and speech production for humanoid robots,.

Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs Synchronized gesture and speech production for humanoid robots,

Reference 22

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Observation bb52e070-fb97-45b5-a59d-b84844af2dcd · outbound

This paper cites Deep Reinforcement Learning with Interactive Feedback in a Hu- man–Robot Environment,.

Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs Deep Reinforcement Learning with Interactive Feedback in a Hu- man–Robot Environment,

Reference 23

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Observation a6741522-d4b3-48c6-88b1-a76ece301b0e · outbound

This paper cites Autonomous Robotic Reinforcement Learning with Asyn- chronous Human Feedback,.

Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs Autonomous Robotic Reinforcement Learning with Asyn- chronous Human Feedback,

Reference 24

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Observation ed05c1cd-65e2-4a30-b03b-106cff005331 · outbound

This paper cites Interactively shaping agents via human reinforcement: the TAMER framework,.

Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs Interactively shaping agents via human reinforcement: the TAMER framework,

Reference 25

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Observation 4f30e783-5e35-4e10-a8b3-7d682567f8bf · outbound

This paper cites Guiding a reinforcement learner with natural language advice: Initial results in RoboCup soccer,.

Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs Guiding a reinforcement learner with natural language advice: Initial results in RoboCup soccer,

Reference 26

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Observation 33ec8192-3b89-479f-b1cf-a8ee17be1126 · outbound

This paper cites Deep reinforcement learning from human preferences,.

Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs Deep reinforcement learning from human preferences,

Reference 27

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Observation 9d2209df-ff04-4a52-ae62-7772fe507663 · outbound

This paper cites Affective Behavior Learning for Social Robot Haru with Implicit Evaluative Feedback,.

Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs Affective Behavior Learning for Social Robot Haru with Implicit Evaluative Feedback,

Reference 28

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Observation e89d00f3-f9fb-45a6-82be-079e5ddc0f12 · outbound

This paper cites Shaping Progressive Net of Reinforcement Learning for Policy Transfer with Human Evaluative Feedback,.

Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs Shaping Progressive Net of Reinforcement Learning for Policy Transfer with Human Evaluative Feedback,

Reference 29

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Observation 12da5943-384b-4b75-9e72-74333a09797d · outbound

This paper cites Data-Efficient Alignment of Large Language Models with Human Feedback Through Natural Language,.

Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs Data-Efficient Alignment of Large Language Models with Human Feedback Through Natural Language,

Reference 30

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Observation cf0eabb9-72d6-477d-a847-e030b72671cf · outbound

This paper cites Survey on Large Language Model-Enhanced Reinforcement Learning: Concept, Taxonomy, and Methods,.

Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs Survey on Large Language Model-Enhanced Reinforcement Learning: Concept, Taxonomy, and Methods,

Reference 31

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Observation 51c7f75c-ae03-49f3-b4df-8b02fbed5ada · outbound

This paper cites Reinforcement Learning Enhanced LLMs: A Survey.

Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs Reinforcement Learning Enhanced LLMs: A Survey

Reference 32

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Observation 0ff62f38-9b33-4882-8eba-d573fd44e634 · outbound

This paper cites Self-rewarding language models,.

Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs Self-rewarding language models,

Reference 33

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Observation 66625ca8-299f-4f6d-86ed-6e9272e83c82 · outbound

This paper cites i-Sim2Real: Reinforce- ment Learning of Robotic Policies in Tight Human-Robot Interaction Loops,.

Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs i-Sim2Real: Reinforce- ment Learning of Robotic Policies in Tight Human-Robot Interaction Loops,

Reference 34

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Observation e5a7ae9b-17ea-4b2b-9afd-d5e8bcb4c813 · outbound

This paper cites Skill Preferences: Learning to Extract and Execute Robotic Skills from Human Feedback,.

Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs Skill Preferences: Learning to Extract and Execute Robotic Skills from Human Feedback,

Reference 35

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Observation c04a3720-4026-439c-828a-9fd0306bdb02 · outbound

This paper cites Learning to summarize from human feed- back,.

Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs Learning to summarize from human feed- back,

Reference 36

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unresolved
no resolver link, observed 2026-06-26T20:48:59.539626Z

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source=pdf_text observed=2026-06-26T20:48:59.539626Z digest=sha256:5ccc3bfae563ff56baad817641e673b1c9d37c6537d7e7b73382802c524431d4

Observation 2af94bfa-11f4-498b-b732-7f64b7d05464 · outbound

This paper cites Primitive Skill-Based Robot Learning from Human Evaluative Feedback,.

Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs Primitive Skill-Based Robot Learning from Human Evaluative Feedback,

Reference 37

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unresolved
no resolver link, observed 2026-06-26T20:48:59.539626Z

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source=pdf_text observed=2026-06-26T20:48:59.539626Z digest=sha256:f79805863692a70543845e21898d4ababc1cff01375d6fffa555c40843413512

Observation f4dfbfe2-3393-4e8d-ba65-59f44c883dbf · outbound

This paper cites Interactive Reinforcement Learning from Natural Language Feedback,.

Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs Interactive Reinforcement Learning from Natural Language Feedback,

Reference 38

Resolution
unresolved
no resolver link, observed 2026-06-26T20:48:59.539626Z

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source=pdf_text observed=2026-06-26T20:48:59.539626Z digest=sha256:e595eb5a98492ca77b977ef737952541fbf535d6f7cfc362174e01aa90806b3d

Observation 0c8229b9-7487-46f2-9a79-03fa4a4c96a4 · outbound

This paper cites EMOTION: Expressive Motion Sequence Generation for Humanoid Robots With In-Context Learning,.

Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs EMOTION: Expressive Motion Sequence Generation for Humanoid Robots With In-Context Learning,

Reference 39

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unresolved
no resolver link, observed 2026-06-26T20:48:59.539626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T20:48:59.539626Z digest=sha256:63f9667a6816f69b6a5a7a01e23d71ecd47a749b69dc6e749a686f6960dff5cd

Observation 56c2bfce-8676-4dec-be37-c4c139a5a676 · outbound

This paper cites Co-Speech Gesture Synthesis using Discrete Gesture Token Learning,.

Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs Co-Speech Gesture Synthesis using Discrete Gesture Token Learning,

Reference 40

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unresolved
no resolver link, observed 2026-06-26T20:48:59.539626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T20:48:59.539626Z digest=sha256:ca87cc958f9b79948e16087620f671f9e3d1bf936d874393cad992bec3dbd5b5

Observation ab912900-c395-433d-b86d-bc5ee50e3c95 · outbound

This paper cites Gesture2Vec: Clustering Ges- tures using Representation Learning Methods for Co-speech Gesture Generation,.

Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs Gesture2Vec: Clustering Ges- tures using Representation Learning Methods for Co-speech Gesture Generation,

Reference 41

Resolution
unresolved
no resolver link, observed 2026-06-26T20:48:59.539626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T20:48:59.539626Z digest=sha256:0858e05d6f84d61a76677160b7a55c683362e412087770895c903da786d14d35

Observation 903841c9-c30e-493b-a429-066346fe62c4 · outbound

This paper cites GPT-Driven Gestures: Leveraging Large Language Models to Generate Expressive Robot Motion for Enhanced Human-Robot Interaction,.

Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs GPT-Driven Gestures: Leveraging Large Language Models to Generate Expressive Robot Motion for Enhanced Human-Robot Interaction,

Reference 42

Resolution
unresolved
no resolver link, observed 2026-06-26T20:48:59.539626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T20:48:59.539626Z digest=sha256:cf9f1dfc8cdd0cc0eb98eff28cfc7509f122d2c0c7c53981076094c46e076dcc

Pith citing papers

No inbound Pith citation observations are available.