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Paper Citation Record · LEDGER

Learning Multi-Modal Whole-Body Control for Real-World Humanoid Robots

As of 22 July 2026, this Paper Citation Record lists 33 of 33 outbound references and 5 inbound Pith citation observations for arXiv:2408.07295.

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

pith.paper-citation-record.v1
2408.07295 v4

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-23T22:30:36.548901Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-07-22T06:31:00.163083+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-30T13:12:49.002648Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-06-30T13:14:40.559060Z

Reference resolution

33 of 33 outbound references displayed

  • verified exact11
  • verified fuzzy20
  • unresolved0
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  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 38bdc01f-0427-4f45-964e-65c4186993ff · outbound

This paper cites Optimizing bipedal locomotion for the 100m dash with comparison to human running.

Learning Multi-Modal Whole-Body Control for Real-World Humanoid Robots Optimizing bipedal locomotion for the 100m dash with comparison to human running

Reference 1

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

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Observation cd5d2981-1333-4507-b1e1-c35138bacf1c · outbound

This paper cites Robust feed- back motion policy design using reinforcement learning on a 3d digit bipedal robot.

Learning Multi-Modal Whole-Body Control for Real-World Humanoid Robots Robust feed- back motion policy design using reinforcement learning on a 3d digit bipedal robot

Reference 2

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verified fuzzy
raw_fallback, observed 2026-05-23T22:33:33.726307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

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Observation bd09d229-d315-47c5-aaf4-13a1beecf245 · outbound

This paper cites Sim-to-Real Learning for Humanoid Box Loco-Manipulation.

Learning Multi-Modal Whole-Body Control for Real-World Humanoid Robots Sim-to-Real Learning for Humanoid Box Loco-Manipulation

Reference 3

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verified exact
arxiv_id, observed 2026-05-23T22:33:32.693108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

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Observation 25702d13-5820-49e5-ac36-39e0a9045d38 · outbound

This paper cites Learning Human-to-Humanoid Real-Time Whole-Body Teleoperation.

Learning Multi-Modal Whole-Body Control for Real-World Humanoid Robots Learning Human-to-Humanoid Real-Time Whole-Body Teleoperation

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-05-23T22:33:32.651475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

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Observation 2a1990df-2762-41eb-8fa7-17e04739299b · outbound

This paper cites Physics-based character controllers using conditional vaes.

Learning Multi-Modal Whole-Body Control for Real-World Humanoid Robots Physics-based character controllers using conditional vaes

Reference 5

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-23T22:30:36.548901Z digest=sha256:f8813e363d6f780ee341095b58220c07019c318faf2db97767e5d56c975e4be9

Observation b591bf7a-55f4-478a-acf9-ff4fbe7d3018 · outbound

This paper cites A scalable approach to control diverse behaviors for physically simulated characters.

Learning Multi-Modal Whole-Body Control for Real-World Humanoid Robots A scalable approach to control diverse behaviors for physically simulated characters

Reference 6

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verified fuzzy
raw_fallback, observed 2026-05-23T22:33:33.688348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-23T22:30:36.548901Z digest=sha256:f02bd91e949951341bdef586282e214d8f0fee6f0aca53410af0c9810c340720

Observation a83a1dac-21d6-4174-bd25-ad4903806299 · outbound

This paper cites Perpetual Humanoid Control for Real-time Simulated Avatars.

Learning Multi-Modal Whole-Body Control for Real-World Humanoid Robots Perpetual Humanoid Control for Real-time Simulated Avatars

Reference 7

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arxiv_id, observed 2026-05-23T22:33:32.657558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

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Observation d5870303-d918-45cd-aefe-1062a24f34b3 · outbound

This paper cites Neural probabilistic motor primitives for humanoid control.

Learning Multi-Modal Whole-Body Control for Real-World Humanoid Robots Neural probabilistic motor primitives for humanoid control

Reference 8

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verified exact
local_arxiv, observed 2026-05-23T22:33:32.644905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-23T22:30:36.548901Z digest=sha256:7ca450ce7e79553f46094cdbf08521af2e5cecc65f1d50952d8fbd6c92164e80

Observation 876cd76d-83ef-4d2f-84fb-bac66f630d97 · outbound

This paper cites C$\cdot$ASE: Learning Conditional Adversarial Skill Embeddings for Physics-based Characters.

Learning Multi-Modal Whole-Body Control for Real-World Humanoid Robots C$\cdot$ASE: Learning Conditional Adversarial Skill Embeddings for Physics-based Characters

Reference 9

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verified exact
arxiv_id, observed 2026-05-23T22:33:32.699140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

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Observation e8d82741-a0b5-4ee4-82eb-ac0c1fe7aa40 · outbound

This paper cites MoCapAct: A multi-task dataset for simulated humanoid control.

Learning Multi-Modal Whole-Body Control for Real-World Humanoid Robots MoCapAct: A multi-task dataset for simulated humanoid control

Reference 10

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verified fuzzy
raw_fallback, observed 2026-05-23T22:33:33.771277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

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Observation acd2ac9b-6708-4869-ba33-e8a0bf57b636 · outbound

This paper cites Ase: Large- scale reusable adversarial skill embeddings for physically simulated characters.

Learning Multi-Modal Whole-Body Control for Real-World Humanoid Robots Ase: Large- scale reusable adversarial skill embeddings for physically simulated characters

Reference 11

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verified fuzzy
raw_fallback, observed 2026-05-23T22:33:33.712603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

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Observation 45884c3c-05cd-4cb5-8ced-98040b632d2b · outbound

This paper cites Calm: Conditional adversarial latent models for directable virtual characters.

Learning Multi-Modal Whole-Body Control for Real-World Humanoid Robots Calm: Conditional adversarial latent models for directable virtual characters

Reference 12

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verified fuzzy
raw_fallback, observed 2026-05-23T22:33:33.759159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

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Observation 4bb292de-f5c3-47f2-b859-09d9c6d92ffe · outbound

This paper cites A novel multi- modal teleoperation of a humanoid assistive robot with real-time motion mimic.

Learning Multi-Modal Whole-Body Control for Real-World Humanoid Robots A novel multi- modal teleoperation of a humanoid assistive robot with real-time motion mimic

Reference 13

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verified fuzzy
raw_fallback, observed 2026-05-23T22:33:33.766986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

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Observation 92c34202-8a04-436b-a40b-970cfb686571 · outbound

This paper cites Avatars grow legs: Generating smooth human motion from sparse tracking inputs with diffusion model.

Learning Multi-Modal Whole-Body Control for Real-World Humanoid Robots Avatars grow legs: Generating smooth human motion from sparse tracking inputs with diffusion model

Reference 14

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verified fuzzy
raw_fallback, observed 2026-05-23T22:33:33.775341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-23T22:30:36.548901Z digest=sha256:fa16b2ae87d62ee7ea653c3ffe4cb888747a0dac4eeb1ce7cc0b5774a94f9d6e

Observation 6669d24c-39af-4b71-9da9-60794762c250 · outbound

This paper cites Learning quadrupedal locomotion over challenging terrain.

Learning Multi-Modal Whole-Body Control for Real-World Humanoid Robots Learning quadrupedal locomotion over challenging terrain

Reference 15

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verified fuzzy
raw_fallback, observed 2026-05-23T22:33:33.696311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-23T22:30:36.548901Z digest=sha256:15a1b05b93ce6cd4f0fb4db17dce0cd07288a49fafe6cabd9474b9bb74ae6276

Observation 97703f38-54da-4f6d-b684-45cee2f2f6ac · outbound

This paper cites Learning a contact-adaptive controller for robust, efficient legged locomotion.

Learning Multi-Modal Whole-Body Control for Real-World Humanoid Robots Learning a contact-adaptive controller for robust, efficient legged locomotion

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T22:33:33.703971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

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Observation a227d59c-0d77-4a36-99f9-1cc5d565754e · outbound

This paper cites Dynamic locomotion on slippery ground.

Learning Multi-Modal Whole-Body Control for Real-World Humanoid Robots Dynamic locomotion on slippery ground

Reference 17

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-23T22:30:36.548901Z digest=sha256:db06cf05d564231f008a50fc405679551373ca57a802b05f0e2f579809bf4623

Observation 9a28d985-4b84-4fc5-9377-f15c586fbca7 · outbound

This paper cites Deep whole-body control: Learning a unified policy for manipulation and locomotion.

Learning Multi-Modal Whole-Body Control for Real-World Humanoid Robots Deep whole-body control: Learning a unified policy for manipulation and locomotion

Reference 18

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raw_fallback, observed 2026-05-23T22:33:33.751342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-23T22:30:36.548901Z digest=sha256:b4ca9e33c79bf9fdcfca54b1ec1c9ce7e5a7a2ccca0eb8abe2507f7f2c7ecf82

Observation b3f5bb3a-6a12-4a01-8b08-f74f56c2b444 · outbound

This paper cites Lee, Matthew Tan, Yuke Zhu, and Jeannette Bohg.

Learning Multi-Modal Whole-Body Control for Real-World Humanoid Robots Lee, Matthew Tan, Yuke Zhu, and Jeannette Bohg

Reference 19

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metadata mismatch
arxiv_id, observed 2026-05-23T22:33:31.967148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

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Observation 32f9b27d-516a-47c4-88dc-8aa14cc63564 · outbound

This paper cites Reinforcement learning for robust parameterized locomotion control of bipedal robots.

Learning Multi-Modal Whole-Body Control for Real-World Humanoid Robots Reinforcement learning for robust parameterized locomotion control of bipedal robots

Reference 20

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verified fuzzy
raw_fallback, observed 2026-05-23T22:33:33.747308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-23T22:30:36.548901Z digest=sha256:3e81732d397ad86cba5ddc8e8c59f665f71598bae635d5c71d6ad3f22eeffcfc

Observation d71d77e5-963c-4a8c-8df9-b69221973de0 · outbound

This paper cites Sim-to-real learning for bipedal locomotion under unsensed dynamic loads.

Learning Multi-Modal Whole-Body Control for Real-World Humanoid Robots Sim-to-real learning for bipedal locomotion under unsensed dynamic loads

Reference 21

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raw_fallback, observed 2026-05-23T22:33:33.762816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

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Observation 6944afc7-2bdf-4bc7-94ae-f4b717496b82 · outbound

This paper cites Learning Vision-Based Bipedal Locomotion for Challenging Terrain.

Learning Multi-Modal Whole-Body Control for Real-World Humanoid Robots Learning Vision-Based Bipedal Locomotion for Challenging Terrain

Reference 22

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verified exact
arxiv_id, observed 2026-05-23T22:33:32.681158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-23T22:30:36.548901Z digest=sha256:34c5161d650fedd8f3e5847eff32a875113320325bdb84dfd519430bb807a885

Observation f8f7e8f9-02b9-46f8-903b-a2c2669ac8a9 · outbound

This paper cites Real-World Humanoid Locomotion with Reinforcement Learning.

Learning Multi-Modal Whole-Body Control for Real-World Humanoid Robots Real-World Humanoid Locomotion with Reinforcement Learning

Reference 23

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verified exact
arxiv_id, observed 2026-05-23T22:33:32.675096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

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Observation 7a226063-580c-4ab6-a3a7-df4167ad8189 · outbound

This paper cites Revisiting Reward Design and Evaluation for Robust Humanoid Standing and Walking.

Learning Multi-Modal Whole-Body Control for Real-World Humanoid Robots Revisiting Reward Design and Evaluation for Robust Humanoid Standing and Walking

Reference 24

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arxiv_id, observed 2026-05-23T22:33:32.663275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-23T22:30:36.548901Z digest=sha256:b544adf72da38d8b8c27831030c85d6b3f7d59c32880a2430890ea0035c00020

Observation 2d947858-ae79-43db-85b9-6ed3db981c8e · outbound

This paper cites Whole body humanoid control from human motion descriptors.

Learning Multi-Modal Whole-Body Control for Real-World Humanoid Robots Whole body humanoid control from human motion descriptors

Reference 25

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raw_fallback, observed 2026-05-23T22:33:33.755202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-23T22:30:36.548901Z digest=sha256:8f584f9146063595e5886c4e0e8b91e74c8078bb02470f833b265be6cd16493d

Observation e153e797-57d0-4947-bcfa-ba51a77ed85a · outbound

This paper cites Reinforcement Learning for Versatile, Dynamic, and Robust Bipedal Locomotion Control.

Learning Multi-Modal Whole-Body Control for Real-World Humanoid Robots Reinforcement Learning for Versatile, Dynamic, and Robust Bipedal Locomotion Control

Reference 26

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verified exact
arxiv_id, observed 2026-05-23T22:33:32.669296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

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Observation a32793bc-15f0-49ab-be73-2b56898ab339 · outbound

This paper cites Amass: Archive of motion capture as surface shapes.

Learning Multi-Modal Whole-Body Control for Real-World Humanoid Robots Amass: Archive of motion capture as surface shapes

Reference 27

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verified fuzzy
raw_fallback, observed 2026-05-23T22:33:33.743457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-23T22:30:36.548901Z digest=sha256:4d880c7fc46c664dde4356427fa8853f99ebf8d47609de7606d39b0c1cc65e83

Observation f68c9961-abbc-463a-ba95-4c18030990e1 · outbound

This paper cites Expressive Whole-Body Control for Humanoid Robots.

Learning Multi-Modal Whole-Body Control for Real-World Humanoid Robots Expressive Whole-Body Control for Humanoid Robots

Reference 28

Resolution
metadata mismatch
arxiv_id, observed 2026-05-23T22:33:32.687225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-23T22:30:36.548901Z digest=sha256:dbe1f3504afadf44a40aac025d3c9954097eb6e4e52101bf6bc828a9ed75e1a9

Observation b7ff9d17-1c1f-438f-8d52-9e4111e3bef1 · outbound

This paper cites Proximal Policy Optimization Algorithms.

Learning Multi-Modal Whole-Body Control for Real-World Humanoid Robots Proximal Policy Optimization Algorithms

Reference 29

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local_arxiv, observed 2026-05-23T22:33:32.705335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-23T22:30:36.548901Z digest=sha256:298f806eacb66a0dc5c7e4f10ed089a92429c282fb61c7786cd3593e35a11e11

Observation 16e56840-c961-4eaa-ae7b-c75f364f1992 · outbound

This paper cites 3d animation and 2d cartoons made simple.

Learning Multi-Modal Whole-Body Control for Real-World Humanoid Robots 3d animation and 2d cartoons made simple

Reference 30

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verified fuzzy
raw_fallback, observed 2026-05-23T22:33:33.730349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-23T22:30:36.548901Z digest=sha256:d236ad6070a128258f21bf91a17f9a9788ce859650495662c6cadc207c2e80c4

Observation 407ecc9d-ddc0-4cac-947f-f45b0884ed98 · outbound

This paper cites Drake: Model-based design and verification for robotics.

Learning Multi-Modal Whole-Body Control for Real-World Humanoid Robots Drake: Model-based design and verification for robotics

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T22:33:33.734388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-23T22:30:36.548901Z digest=sha256:9a0f0523b6627c461a6864a84c11ff5191e4df022e6853b85fbba191bc6756d1

Observation 3e68d10d-54cc-4b18-aef3-881a6408d8f9 · outbound

This paper cites Snopt: An sqp algorithm for large-scale constrained optimization.

Learning Multi-Modal Whole-Body Control for Real-World Humanoid Robots Snopt: An sqp algorithm for large-scale constrained optimization

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T22:33:33.739599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-23T22:30:36.548901Z digest=sha256:d7beffa4f1918ad540e09cde5ddfd582ea1b95dcd20b9a6929ce0d71b049c892

Observation 7d5d5e1f-87ef-400d-b157-7bc768ec10bd · outbound

This paper cites Long short -term memory.

Learning Multi-Modal Whole-Body Control for Real-World Humanoid Robots Long short -term memory

Reference 33

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verified exact
doi, observed 2026-05-23T22:33:31.973264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-23T22:30:36.548901Z digest=sha256:e74e6dd1d8fca7b21121ab20d46308b07552deb03fdc111e01bb91687ae6081b

Pith citing papers

Observation a2d9e1f0-d366-43c6-9da2-11f18a116b1e · inbound

No More Marching: Learning Humanoid Locomotion for Short-Range SE(2) Targets cites this paper.

No More Marching: Learning Humanoid Locomotion for Short-Range SE(2) Targets Learning Multi-Modal Whole-Body Control for Real-World Humanoid Robots

Reference 31

Resolution
metadata mismatch
local_arxiv, observed 2026-05-18T23:26:54.026046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-18T23:24:31.164106Z digest=sha256:bea483303a7f968fe9c86a091846fba3f441c3daa792ba3bc1a81e2a2ee3c901

Observation b2bcc9c0-7bcf-4108-984a-e2ed0530d816 · inbound

One-shot Adaptation of Humanoid Whole-body Motion with Walking Priors cites this paper.

One-shot Adaptation of Humanoid Whole-body Motion with Walking Priors Learning Multi-Modal Whole-Body Control for Real-World Humanoid Robots

Reference 29

Resolution
verified exact
local_arxiv, observed 2026-05-18T04:00:51.086926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-18T03:56:54.752567Z digest=sha256:054ba6284fe73c63b76613bd55a1e7ed8ba8b2d83e5e3632b6c390aad773b5e7

Observation 61f86725-ae31-4947-aafc-ddec2b6ab589 · inbound

Toward Seamless Physical Human-Humanoid Interaction: Insights from Control, Intent, and Modeling with a Vision for What Comes Next cites this paper.

Toward Seamless Physical Human-Humanoid Interaction: Insights from Control, Intent, and Modeling with a Vision for What Comes Next Learning Multi-Modal Whole-Body Control for Real-World Humanoid Robots

Reference 62

Resolution
metadata mismatch
local_arxiv, observed 2026-05-21T17:45:26.267673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-21T17:44:53.011983Z digest=sha256:445564aa90fcc4efd2813416a9387c4d39030161725b14990cc420588be39805

Observation 64d33879-5e66-4727-801b-30dd4076805f · inbound

TeleGate: Whole-Body Humanoid Teleoperation via Gated Expert Selection with Motion Prior cites this paper.

TeleGate: Whole-Body Humanoid Teleoperation via Gated Expert Selection with Motion Prior Learning Multi-Modal Whole-Body Control for Real-World Humanoid Robots

Reference 12

Resolution
verified exact
local_arxiv, observed 2026-05-16T05:42:23.825805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-05-16T05:40:55.411834Z digest=sha256:522a1bc6cba64cb523c1a022cf52bed3e4ca0a0e9cc41493143532dbe9e1c90b

Observation e3e47cbc-5991-4167-99b3-06a77f03f03a · inbound

MuGen: Multi-Skill Generative Locomotion Controller for Humanoid Robots cites this paper.

MuGen: Multi-Skill Generative Locomotion Controller for Humanoid Robots Learning Multi-Modal Whole-Body Control for Real-World Humanoid Robots

Reference 66

Resolution
verified exact
local_arxiv, observed 2026-06-30T13:14:40.560207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-06-30T13:12:49.002648Z digest=sha256:fc2776d3a7ac66299a3b0d61990d1b1362967fec2f0ef1e1011c87e409e53133