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Paper Citation Record · LEDGER

Humanoid Locomotion and Manipulation: Current Progress and Challenges in Control, Planning, and Learning

As of 13 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 25 inbound Pith citation observations for arXiv:2501.02116.

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

pith.paper-citation-record.v1
2501.02116 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 25 of 25 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T10:38:52.650352Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T18:43:51.382183Z

Reference resolution

0 of 0 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 811b36b1-69aa-4d06-976e-ae97055e876a · inbound

Gait-Net-augmented Implicit Kino-dynamic MPC for Dynamic Variable-frequency Humanoid Locomotion over Discrete Terrains cites this paper.

Gait-Net-augmented Implicit Kino-dynamic MPC for Dynamic Variable-frequency Humanoid Locomotion over Discrete Terrains Humanoid Locomotion and Manipulation: Current Progress and Challenges in Control, Planning, and Learning

Reference 36

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no resolver link, observed 2026-08-09T10:38:52.650352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T10:38:52.650352Z digest=sha256:949a5047f615a22635fd170511f42343865dba1cb68c1ba0ab27dc20c25ae58e

Observation da2b8424-6f06-4b5f-989f-2fe4abd318e9 · inbound

Toward Embodied AGI: A Review of Embodied AI and the Road Ahead cites this paper.

Toward Embodied AGI: A Review of Embodied AI and the Road Ahead Humanoid Locomotion and Manipulation: Current Progress and Challenges in Control, Planning, and Learning

Reference 28

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no resolver link, observed 2026-08-07T15:42:08.840986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:42:08.840986Z digest=sha256:ffcfc89b547c2aa4f415e2f5024c82d16c056b32eb922e225b3012205e24db13

Observation ddf0aa92-1914-44ab-ad16-ca303a57f07d · inbound

DreamPolicy: A Unified World-model Policy for Scalable Humanoid Locomotion cites this paper.

DreamPolicy: A Unified World-model Policy for Scalable Humanoid Locomotion Humanoid Locomotion and Manipulation: Current Progress and Challenges in Control, Planning, and Learning

Reference 13

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arxiv_id, observed 2026-05-19T12:52:17.954903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T12:50:17.902979Z digest=sha256:b216aa1ae467027bed50e96711df51b157f5858d6e31e4150214fc7c781f6a72

Observation 77ed71ae-5aa1-4621-8f23-e5d92d661365 · inbound

Hold My Beer: Learning Gentle Humanoid Locomotion and End-Effector Stabilization Control cites this paper.

Hold My Beer: Learning Gentle Humanoid Locomotion and End-Effector Stabilization Control Humanoid Locomotion and Manipulation: Current Progress and Challenges in Control, Planning, and Learning

Reference 17

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:38:13.029530Z digest=sha256:455cf37dfc8a951b1ee14903478771e2bf1ed4e984abf099f929d1dd50920eaf

Observation 61833b03-b4c7-4086-a8df-71fae3e6d18c · inbound

Versatile Loco-Manipulation through Flexible Interlimb Coordination cites this paper.

Versatile Loco-Manipulation through Flexible Interlimb Coordination Humanoid Locomotion and Manipulation: Current Progress and Challenges in Control, Planning, and Learning

Reference 3

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no resolver link, observed 2026-08-07T05:30:26.643507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:30:26.643507Z digest=sha256:bceba2be38445d2d0b05cb4c2aff52207ab0218389aec5ac1f10156a63ea80c5

Observation d01bfd82-a3fe-4acc-877c-ff7055f9cf4d · inbound

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research cites this paper.

Perspective on Utilizing Foundation Models for Laboratory Automation in Materials Research Humanoid Locomotion and Manipulation: Current Progress and Challenges in Control, Planning, and Learning

Reference 92

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:55:17.030697Z digest=sha256:33f910a510d86bcd98c7f2b93352402f7f2f1921179fe3257aafa60ddc195d5a

Observation f7e3badf-5afc-4f12-9b3b-3ee07fa22b41 · inbound

Hierarchical Vision-Language Planning for Multi-Step Humanoid Manipulation cites this paper.

Hierarchical Vision-Language Planning for Multi-Step Humanoid Manipulation Humanoid Locomotion and Manipulation: Current Progress and Challenges in Control, Planning, and Learning

Reference 11

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no resolver link, observed 2026-08-06T21:59:53.261446Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:59:53.261446Z digest=sha256:94bc6e9fd4e5ef7e18ec960213889b2db744cc30e157101b8cd0cbf64bfd894b

Observation b900bdea-47f2-4f28-b6a1-0cb2b3b4574f · inbound

Learning Motion Skills with Adaptive Assistive Curriculum Force in Humanoid Robots cites this paper.

Learning Motion Skills with Adaptive Assistive Curriculum Force in Humanoid Robots Humanoid Locomotion and Manipulation: Current Progress and Challenges in Control, Planning, and Learning

Reference 2

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no resolver link, observed 2026-08-06T21:52:49.731614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:52:49.731614Z digest=sha256:e26158fa39736de92281d72f6ed1f6dcb280b9be9946b33eca0e800bd9be08c9

Observation 7e22bfd3-9a2d-4397-b9dc-2202bc59a5e1 · inbound

Humanoid Occupancy: Enabling A Generalized Multimodal Occupancy Perception System on Humanoid Robots cites this paper.

Humanoid Occupancy: Enabling A Generalized Multimodal Occupancy Perception System on Humanoid Robots Humanoid Locomotion and Manipulation: Current Progress and Challenges in Control, Planning, and Learning

Reference 12

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no resolver link, observed 2026-08-06T13:49:01.403921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:49:01.403921Z digest=sha256:76960bf4b23350fd59af05ec50d1c4b3e690b6662db24a7300520413e9494cf7

Observation 2857acde-b71f-4414-8aa6-d6758fa1bf57 · inbound

TOP: Time Optimization Policy for Stable and Accurate Standing Manipulation with Humanoid Robots cites this paper.

TOP: Time Optimization Policy for Stable and Accurate Standing Manipulation with Humanoid Robots Humanoid Locomotion and Manipulation: Current Progress and Challenges in Control, Planning, and Learning

Reference 1

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no resolver link, observed 2026-08-06T10:17:31.391938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T10:17:31.391938Z digest=sha256:2d0fa7db591ed1e1f2157115ae1b3f107cfde1d8cb5a838617cbaf7bc50300f2

Observation 4e2c9814-013b-471f-9a91-1f1683c61e06 · inbound

SoK: Cybersecurity Assessment of Humanoid Ecosystem cites this paper.

SoK: Cybersecurity Assessment of Humanoid Ecosystem Humanoid Locomotion and Manipulation: Current Progress and Challenges in Control, Planning, and Learning

Reference 28

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no resolver link, observed 2026-08-05T16:57:29.628701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:57:29.628701Z digest=sha256:288bdb5e18e67f45930cf05232ebb056034c75dc434c0b28e998efcd46c3dbb2

Observation cf59eab9-aedf-41e5-baa5-057dde75f8e2 · inbound

PHUMA: Physically Reliable Humanoid Locomotion Dataset cites this paper.

PHUMA: Physically Reliable Humanoid Locomotion Dataset Humanoid Locomotion and Manipulation: Current Progress and Challenges in Control, Planning, and Learning

Reference 6

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no resolver link, observed 2026-08-04T07:20:59.465313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:20:59.465313Z digest=sha256:99d9f39a0db3ef4471471edbb1569acc178a565cf2f8bef9ff484842ff087330

Observation b4551f06-d3c4-460c-812e-7fcc30134f8b · inbound

Learning Agile Striker Skills for Humanoid Soccer Robots from Noisy Sensory Input cites this paper.

Learning Agile Striker Skills for Humanoid Soccer Robots from Noisy Sensory Input Humanoid Locomotion and Manipulation: Current Progress and Challenges in Control, Planning, and Learning

Reference 1

Resolution
metadata mismatch
arxiv_id, observed 2026-05-17T00:21:23.453126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-17T00:20:43.058346Z digest=sha256:4747737367ecffbcab9ae00af60aed31d8aca1a2903426c15b2f7de725e31395

Observation 8c5fc51e-2b3b-4fc2-81ff-93d5ac406723 · inbound

HUSKY: Humanoid Skateboarding System via Physics-Aware Whole-Body Control cites this paper.

HUSKY: Humanoid Skateboarding System via Physics-Aware Whole-Body Control Humanoid Locomotion and Manipulation: Current Progress and Challenges in Control, Planning, and Learning

Reference 10

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verified exact
arxiv_id, observed 2026-05-22T11:21:28.624614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-22T11:19:59.106457Z digest=sha256:fbb377cde13346e0f6c7e245624a733b6f9c30388b696f1dd8cf6390feaf731f

Observation 68ee4ad7-6ad4-4e5e-84fe-ea22fb5fd819 · inbound

Imitation Learning from Human Motion Alone Does Not Guarantee Biomechanically Plausible Gait Kinetics cites this paper.

Imitation Learning from Human Motion Alone Does Not Guarantee Biomechanically Plausible Gait Kinetics Humanoid Locomotion and Manipulation: Current Progress and Challenges in Control, Planning, and Learning

Reference 11

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no resolver link, observed 2026-08-02T18:21:42.717180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T18:21:42.717180Z digest=sha256:aca739955c81d26d5184330b86951673eeeb93477043e4d6e68cc8dde1a7c2f8

Observation 3a90356e-b1fb-4ca7-9ad3-d24bf44ff8c6 · inbound

FlashSAC: Fast and Stable Off-Policy Reinforcement Learning for High-Dimensional Robot Control cites this paper.

FlashSAC: Fast and Stable Off-Policy Reinforcement Learning for High-Dimensional Robot Control Humanoid Locomotion and Manipulation: Current Progress and Challenges in Control, Planning, and Learning

Reference 19

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metadata mismatch
arxiv_id, observed 2026-05-10T22:15:49.902341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-10T20:04:56.512544Z digest=sha256:a9d0e749a85aee2a0fc853a794ebcbfd1a30df6727464ea0247b2f76b37a4cea

Observation 2cbd8eff-566e-42b2-a536-e743f51d664c · inbound

FlashSAC: Fast and Stable Off-Policy Reinforcement Learning for High-Dimensional Robot Control cites this paper.

FlashSAC: Fast and Stable Off-Policy Reinforcement Learning for High-Dimensional Robot Control Humanoid Locomotion and Manipulation: Current Progress and Challenges in Control, Planning, and Learning

Reference 19

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arxiv_id, observed 2026-05-19T17:12:41.306057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T17:08:31.770889Z digest=sha256:435a3c15f6264b23b90830a2c9652dafbbb29c51716795f4991a88b07b39a45f

Observation aa6e562d-122d-42bd-9d61-b76878ffeed0 · inbound

VOFA: Visual Object Goal Pushing with Force-Adaptive Control for Humanoids cites this paper.

VOFA: Visual Object Goal Pushing with Force-Adaptive Control for Humanoids Humanoid Locomotion and Manipulation: Current Progress and Challenges in Control, Planning, and Learning

Reference 2

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arxiv_id, observed 2026-05-11T17:01:09.544564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-09T14:12:40.596870Z digest=sha256:bc78c2fb080e7da045c60275f94c9ffadd68f5d19696131e301eebb711b2a5a7

Observation 8a47b14c-809d-4942-9dee-cc2bb30585a0 · inbound

VOFA: Visual Object Goal Pushing with Force-Adaptive Control for Humanoids cites this paper.

VOFA: Visual Object Goal Pushing with Force-Adaptive Control for Humanoids Humanoid Locomotion and Manipulation: Current Progress and Challenges in Control, Planning, and Learning

Reference 2025

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no resolver link, observed 2026-08-02T15:03:51.323387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T15:03:51.323387Z digest=sha256:05151f645242dd910e48e2a880159410b4cc46488a3e2d83f49ce06f44fee1ab

Observation a9b6916f-52a0-4a7f-8c90-2d27e479977a · inbound

On Surprising Effects of Risk-Aware Domain Randomization for Contact-Rich Sampling-based Predictive Control cites this paper.

On Surprising Effects of Risk-Aware Domain Randomization for Contact-Rich Sampling-based Predictive Control Humanoid Locomotion and Manipulation: Current Progress and Challenges in Control, Planning, and Learning

Reference 7

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metadata mismatch
arxiv_id, observed 2026-05-12T10:51:29.901070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-07T16:08:26.033339Z digest=sha256:60abd09609bd4f90765206524c39e97e2d7ca8b2bff89b0d00d1d2144906dd17

Observation 5d303052-84c8-49a3-98c2-0485ec983bc1 · inbound

HCLM: A Hierarchical Framework for Cooperative Loco-Manipulation with Dual Quadrupeds cites this paper.

HCLM: A Hierarchical Framework for Cooperative Loco-Manipulation with Dual Quadrupeds Humanoid Locomotion and Manipulation: Current Progress and Challenges in Control, Planning, and Learning

Reference 7

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metadata mismatch
arxiv_id, observed 2026-05-20T13:13:28.883184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-20T13:13:27.832187Z digest=sha256:380e14415055f4a7c9adef40ab8c9005b30021b7c2fa2b5979a6f21a72eda879

Observation 7cc3d97f-24e5-4cca-9a0a-76c33f2e097b · inbound

HumanoidMimicGen: Data Generation for Loco-Manipulation via Whole-Body Planning cites this paper.

HumanoidMimicGen: Data Generation for Loco-Manipulation via Whole-Body Planning Humanoid Locomotion and Manipulation: Current Progress and Challenges in Control, Planning, and Learning

Reference 23

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arxiv_id, observed 2026-06-29T16:43:40.619370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-29T16:36:52.555583Z digest=sha256:421407bef710ff1f3a9234aa1fc251f0f04dbbe4cdba0b22a73e1635ed4b172f

Observation 134711f7-c7b3-43d3-9959-fe34552450af · inbound

CWI: Composite Humanoid Whole-Body Imitation System for Loco-manipulation cites this paper.

CWI: Composite Humanoid Whole-Body Imitation System for Loco-manipulation Humanoid Locomotion and Manipulation: Current Progress and Challenges in Control, Planning, and Learning

Reference 1

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metadata mismatch
arxiv_id, observed 2026-06-29T18:43:51.383656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-29T05:01:57.456921Z digest=sha256:cce411888e9297e4c6086193dbe6b58d6868bae5d4e5c2847e1380e5952682d7

Observation 1a21b395-8623-4efa-a5d6-0d7fc7e634ff · inbound

Towards Miniature Humanoid Tele-Loco-Manipulation Using Virtual Reality and Reinforcement Learning cites this paper.

Towards Miniature Humanoid Tele-Loco-Manipulation Using Virtual Reality and Reinforcement Learning Humanoid Locomotion and Manipulation: Current Progress and Challenges in Control, Planning, and Learning

Reference 3

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no resolver link, observed 2026-08-01T09:58:54.999728Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:58:54.999728Z digest=sha256:c395dfca093ecca2e7dea6451aef56c189ae8ee15dd51dd4d197b2ad83e81718

Observation 1a177ee8-368f-42df-9359-9fff4048eedc · inbound

Learning Diverse Humanoid Tasks via Synthetic Video Scenarios without Real World Data cites this paper.

Learning Diverse Humanoid Tasks via Synthetic Video Scenarios without Real World Data Humanoid Locomotion and Manipulation: Current Progress and Challenges in Control, Planning, and Learning

Reference 5

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:49:00.385901Z digest=sha256:8679cb906962ae8107ffe376b4622019aad541955ff4d65c95fac476477e70e8