Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-26T20:48:59.539626Z
Paper Citation Record · LEDGER
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.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-26T20:48:59.539626Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
42 of 42 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation ae8d58c1-e81f-4fea-bde0-d534d43dbeae · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bd821bcd-e10b-4b52-89eb-c0e3285364b8 · outbound
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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Unavailable: canonical work link unavailable.
Observation 91ccba7b-c803-4ab4-b1ce-4a8b5539a1a0 · outbound
Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs Large Language Models for Robotics: A Survey,
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b40ce64c-0965-430d-82c3-fcaae1eee663 · outbound
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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Unavailable: canonical work link unavailable.
Observation 1358aeba-143e-4a21-b6aa-3a201a19f297 · outbound
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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Unavailable: canonical work link unavailable.
Observation 45fe4eaf-7c22-4156-ae02-f3cad3f52e99 · outbound
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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Unavailable: canonical work link unavailable.
Observation 3a3b882c-04bd-42ba-a9e9-de7964f2ba95 · outbound
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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Unavailable: canonical work link unavailable.
Observation 8ceb69dc-1f73-4814-a364-7b9206fc9ca4 · outbound
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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Unavailable: canonical work link unavailable.
Observation c8f012e6-65c9-433d-924b-5f3e45f70a9b · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e049d2f3-4bfa-470b-bcc6-da371a16606f · outbound
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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Unavailable: canonical work link unavailable.
Observation 55832f01-efff-47de-a3e3-fa8315047ab2 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 55995bf4-5185-4d44-988e-7ef4a6ee114b · outbound
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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Unavailable: canonical work link unavailable.
Observation 88982e2f-5605-478a-8f81-95a9dcef8050 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d74c322-f895-4f03-a7d8-446040359236 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cc186e08-bc1d-4da9-9e1e-df6a2b2e22f2 · outbound
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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Unavailable: canonical work link unavailable.
Observation ad7a1032-c177-405f-a4ab-e63ed2a44aa4 · outbound
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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Unavailable: canonical work link unavailable.
Observation 814ec9f8-e011-4e33-b624-c40858a5b1ed · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 21da1fef-a6b7-482c-b884-59437cfcb951 · outbound
Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs Mehrabian,Nonverbal Communication
Reference 18
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Unavailable: canonical work link unavailable.
Observation 3436ab38-083c-4293-a984-8ba647f08f27 · outbound
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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Unavailable: canonical work link unavailable.
Observation f7daf696-aa1a-4e65-a007-bb19ed201027 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c3112696-dba6-44f1-83fb-3ca9e74f0303 · outbound
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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Unavailable: canonical work link unavailable.
Observation 5c1f417e-90fa-450d-ab7d-365bfdb1d185 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bb52e070-fb97-45b5-a59d-b84844af2dcd · outbound
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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Unavailable: canonical work link unavailable.
Observation a6741522-d4b3-48c6-88b1-a76ece301b0e · outbound
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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Unavailable: canonical work link unavailable.
Observation ed05c1cd-65e2-4a30-b03b-106cff005331 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4f30e783-5e35-4e10-a8b3-7d682567f8bf · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 33ec8192-3b89-479f-b1cf-a8ee17be1126 · outbound
Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs Deep reinforcement learning from human preferences,
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9d2209df-ff04-4a52-ae62-7772fe507663 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e89d00f3-f9fb-45a6-82be-079e5ddc0f12 · outbound
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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Unavailable: canonical work link unavailable.
Observation 12da5943-384b-4b75-9e72-74333a09797d · outbound
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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Unavailable: canonical work link unavailable.
Observation cf0eabb9-72d6-477d-a847-e030b72671cf · outbound
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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Unavailable: canonical work link unavailable.
Observation 51c7f75c-ae03-49f3-b4df-8b02fbed5ada · outbound
Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs Reinforcement Learning Enhanced LLMs: A Survey
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0ff62f38-9b33-4882-8eba-d573fd44e634 · outbound
Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs Self-rewarding language models,
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 66625ca8-299f-4f6d-86ed-6e9272e83c82 · outbound
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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Unavailable: canonical work link unavailable.
Observation e5a7ae9b-17ea-4b2b-9afd-d5e8bcb4c813 · outbound
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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Unavailable: canonical work link unavailable.
Observation c04a3720-4026-439c-828a-9fd0306bdb02 · outbound
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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Unavailable: canonical work link unavailable.
Observation 2af94bfa-11f4-498b-b732-7f64b7d05464 · outbound
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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Unavailable: canonical work link unavailable.
Observation f4dfbfe2-3393-4e8d-ba65-59f44c883dbf · outbound
Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs Interactive Reinforcement Learning from Natural Language Feedback,
Reference 38
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Unavailable: canonical work link unavailable.
Observation 0c8229b9-7487-46f2-9a79-03fa4a4c96a4 · outbound
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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Unavailable: canonical work link unavailable.
Observation 56c2bfce-8676-4dec-be37-c4c139a5a676 · outbound
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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Unavailable: canonical work link unavailable.
Observation ab912900-c395-433d-b86d-bc5ee50e3c95 · outbound
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
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Unavailable: canonical work link unavailable.
Observation 903841c9-c30e-493b-a429-066346fe62c4 · outbound
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
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Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.