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Paper Citation Record · LEDGER

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping

As of 9 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 2 inbound Pith citation observations for arXiv:2502.08054.

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

pith.paper-citation-record.v1
2502.08054 v2

Coverage vector

measured 62 of 62 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T11:04:52.707387Z

measured 64 of 64 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:55:49.434019Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T13:51:25.737981Z

Reference resolution

62 of 62 outbound references displayed

  • verified exact2
  • verified fuzzy35
  • unresolved24
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 858335d3-bc9a-4fb0-a120-2d763385e883 · outbound

This paper cites Nondominant arm advantages in load compensation during rapid elbow joint movements.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Nondominant arm advantages in load compensation during rapid elbow joint movements

Reference 1

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation d91c8220-b365-41c4-9f84-5c3c7eb1bc6b · outbound

This paper cites Handedness: dominant arm advantages in control of limb dynamics.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Handedness: dominant arm advantages in control of limb dynamics

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:04:53.925360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 6747b565-f69a-441a-af74-89297d430244 · outbound

This paper cites Graspldm: Generative 6-dof grasp synthesis using latent diffusion models.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Graspldm: Generative 6-dof grasp synthesis using latent diffusion models

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:04:53.910830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 15d843b2-e920-4a22-bde3-d54b8eca0bb7 · outbound

This paper cites Distilled Domain Randomization.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Distilled Domain Randomization

Reference 4

Resolution
verified exact
local_arxiv, observed 2026-08-08T11:04:53.201168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T11:04:52.452391Z digest=sha256:44fa516f4eff3114ede7a41691ed0f0c7fd26f5018fbe7dc99b5d200da146590

Observation 3326b1ed-f614-48c3-a81e-97ed8d14275c · outbound

This paper cites Segment and Track Anything.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Segment and Track Anything

Reference 5

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unresolved
no resolver link, observed 2026-08-08T11:04:52.457436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T11:04:52.457436Z digest=sha256:b0bbb1281a2fa52a88a6deb2b5bc336e012ab9378511d5f64344feede87ff3aa

Observation c718ccf3-aa90-41f4-882c-82660f12ba8d · outbound

This paper cites Diffusion policy: Visuomotor policy learning via action diffusion.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Diffusion policy: Visuomotor policy learning via action diffusion

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-08T11:04:52.462501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T11:04:52.462501Z digest=sha256:191fb8c7a371c8a26f8bb6c6cc5962d910ba077cbaf34f53b856e3629d0258a0

Observation 6855ee96-9361-44a4-9979-2e3c77af32e0 · outbound

This paper cites Universal manipulation interface: In- the-wild robot teaching without in-the-wild robots.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Universal manipulation interface: In- the-wild robot teaching without in-the-wild robots

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-08T11:04:52.467665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T11:04:52.467665Z digest=sha256:9cffc575bb8e3fd373786d00235c0b99bb272d44daad1d80678d40372deef5bf

Observation 215cdceb-3791-45b2-a1b5-73a938e9bffe · outbound

This paper cites Universal Manipulation Interface: In-The-Wild Robot Teaching Without In-The-Wild Robots.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Universal Manipulation Interface: In-The-Wild Robot Teaching Without In-The-Wild Robots

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-08T11:04:52.472140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T11:04:52.472140Z digest=sha256:b2151f1fc0411b8e6bba23fdeb4b7f61fa1df012280ed0d0246d44468bef35c2

Observation 18a5b50b-f860-47a3-a815-caffaf86477f · outbound

This paper cites Intrinsic motivation for encouraging syn- ergistic behavior.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Intrinsic motivation for encouraging syn- ergistic behavior

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:04:53.877411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T11:04:52.477019Z digest=sha256:63e991dec49a9751ede94fa4d897847cb77541bf3c1f37889ca677d32be5698a

Observation afa3a8e2-0c66-498d-acb2-73b1b2ae2a47 · outbound

This paper cites Efficient bimanual manipulation using learned task schemas.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Efficient bimanual manipulation using learned task schemas

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:04:53.861543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T11:04:52.481694Z digest=sha256:d8bac75378c47b6e120d7f92fa40bc2cdbbdac80dd7832a4f2fe45fef3b7b2f3

Observation 9c12881a-2756-413e-8fe5-cd880cffde26 · outbound

This paper cites Reducing the Barrier to Entry of Complex Robotic Software: a MoveIt! Case Study.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Reducing the Barrier to Entry of Complex Robotic Software: a MoveIt! Case Study

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-08T11:04:52.486122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T11:04:52.486122Z digest=sha256:d15f975bc6e8e98bc038f677a62015d237c81fe5942d8b98e831f493c0ab42c1

Observation 532e910a-8e6e-4627-a25a-f10233bd7dcc · outbound

This paper cites Ramp: A bench- mark for evaluating robotic assembly manipulation and planning.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Ramp: A bench- mark for evaluating robotic assembly manipulation and planning

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:04:53.846844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T11:04:52.490858Z digest=sha256:003b2df2362f7a8fad796de2440808909a2374f7fbcdf678b54c643ca14270f4

Observation 21483441-7e60-48cc-a430-4adfb3c2fad1 · outbound

This paper cites Objaverse: A universe of annotated 3d objects.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Objaverse: A universe of annotated 3d objects

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-08T11:04:52.495099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T11:04:52.495099Z digest=sha256:d91c53f4e57eb95ffa2746e2fdd99f2361dbe507dc234f2b5121f6e64ad0ee34

Observation 87f3c4ab-cd1e-4ef8-bec1-91906e86e7fd · outbound

This paper cites Google Scanned Objects: A High-Quality Dataset of 3D Scanned Household Items.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Google Scanned Objects: A High-Quality Dataset of 3D Scanned Household Items

Reference 14

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unresolved
no resolver link, observed 2026-08-08T11:04:52.499490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T11:04:52.499490Z digest=sha256:857d7f3e93da2afd50bb79b7c6be314467dfb929a4d7e5872e8a104583105a50

Observation 7b5bb811-d389-4b73-a03f-048d2728f34d · outbound

This paper cites A comparison of imitation learning algorithms for bimanual manipulation.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping A comparison of imitation learning algorithms for bimanual manipulation

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:04:53.821755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T11:04:52.504145Z digest=sha256:6fa4136f3382097dc5a5d3171c251e904354f44ace8d7d732cf7f6187b293b64

Observation dbade1d0-ef3f-4926-b139-1d8f4951dc71 · outbound

This paper cites A billion ways to grasp: An evaluation of grasp sampling schemes on a dense, physics-based grasp data set.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping A billion ways to grasp: An evaluation of grasp sampling schemes on a dense, physics-based grasp data set

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:04:53.806184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T11:04:52.508377Z digest=sha256:7fb09d0a4515d24d29b0ab61e65f082e6523fd0d5cbd10194aa0194d1be1c3c5

Observation 1f31d824-d193-486c-ad29-b8edda3b387a · outbound

This paper cites Stabilize to act: Learning to coordinate for bimanual manipulation.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Stabilize to act: Learning to coordinate for bimanual manipulation

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:04:53.790907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation d23e18dc-6ffd-4b92-937e-3b2bd7504e2d · outbound

This paper cites Soft actor-critic: Off-policy maximum entropy deep reinforcement learning with a stochastic actor.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Soft actor-critic: Off-policy maximum entropy deep reinforcement learning with a stochastic actor

Reference 18

Resolution
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no resolver link, observed 2026-08-08T11:04:52.517110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T11:04:52.517110Z digest=sha256:d2c64384e579b1842f86a57937d807c6d4ce7acbc7449ee0499f4fb6fe6a60ab

Observation d944790c-30a3-4094-a643-7ef8cf094514 · outbound

This paper cites Denoising diffusion probabilistic models.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Denoising diffusion probabilistic models

Reference 19

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T11:04:52.521400Z digest=sha256:092c9b3ba2afea505528d45ecb266494c04c660378a256f08783c6ae6a17fad6

Observation db569092-0583-4688-9580-f6ec689bdcf0 · outbound

This paper cites Dynamic handover: Throw and catch with bi- manual hands, 2023.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Dynamic handover: Throw and catch with bi- manual hands, 2023

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:04:53.756587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T11:04:52.525740Z digest=sha256:ed1746aea187249a2fd256edaff0fb9e5cb735c65ce7da77234877f589b22605

Observation adc2539b-a9cc-46e6-a603-8838956c6a3b · outbound

This paper cites Scalable deep reinforcement learning for vision- based robotic manipulation.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Scalable deep reinforcement learning for vision- based robotic manipulation

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:04:53.742242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 577c44d8-8a5b-4b13-befb-4e3278fc0e7f · outbound

This paper cites A unified approach for motion and force control of robot manipulators: The operational space formulation.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping A unified approach for motion and force control of robot manipulators: The operational space formulation

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:04:53.727549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 4f5a66a8-949f-4ce4-b505-a3932c9d1784 · outbound

This paper cites Model-free friction observers for flexible joint robots with torque measurements.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Model-free friction observers for flexible joint robots with torque measurements

Reference 23

Resolution
malformed identifier
no resolver link, observed 2026-08-08T11:04:52.538285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T11:04:52.538285Z digest=sha256:25de7b3d5a7e0c6a0e2a301ac6fbcc4c64a11209b1c2b8f89c0f4092fdf11a01

Observation 7d9a66c7-e099-4d27-bd81-f08441a7f131 · outbound

This paper cites Efficient bimanual handover and rear- rangement via symmetry-aware actor-critic learning.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Efficient bimanual handover and rear- rangement via symmetry-aware actor-critic learning

Reference 24

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unresolved
no resolver link, observed 2026-08-08T11:04:52.542497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation c1bb7159-e169-4d80-b19f-e344839119e5 · outbound

This paper cites Twisting Lids Off with Two Hands.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Twisting Lids Off with Two Hands

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-08T11:04:52.546514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T11:04:52.546514Z digest=sha256:a70445133f61dc4d4335bde8b9936f37f1aaf7a3a6d7fe7a052ac23ce58ec94d

Observation aa4f744a-0caf-4b63-9bd9-41fe93840857 · outbound

This paper cites 6-dof graspnet: Variational grasp generation for object manipulation.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping 6-dof graspnet: Variational grasp generation for object manipulation

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:04:53.712312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T11:04:52.550953Z digest=sha256:7b5f5ff0681281b9e2a6f0094c42fc15f7124eff9966a1daef84ad8494c49637

Observation 9b3d57af-3a08-43ef-addb-b40220454b4f · outbound

This paper cites Nvidia isaac sim.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Nvidia isaac sim

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:04:53.698752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 7bdf218f-4a5e-40ae-8e3f-ce58c729caab · outbound

This paper cites an unresolved cited work.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Unresolved cited work

Reference 28

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unresolved
raw_fallback, observed 2026-08-08T11:04:53.685661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T11:04:52.558943Z digest=sha256:0b372ab8f137281e402b567af54120f0b433aaeb44dde5372ce2e5aebfd2453d

Observation 83975fa5-6f17-4947-8c0d-6eddf9a9dba6 · outbound

This paper cites Sainburg.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Sainburg

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:04:53.671188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation ea028522-e2e7-4460-afc9-cf95d8669a20 · outbound

This paper cites Proximal Policy Optimization Algorithms.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Proximal Policy Optimization Algorithms

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-08T11:04:52.571959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T11:04:52.571959Z digest=sha256:2eb5d98be63e990b5430a5898412e770a87f5fcde0af1786cf1f32b06ba8a60f

Observation 7b82f733-343d-439b-aae1-8eeaa750110b · outbound

This paper cites Learn- ing to scaffold the development of robotic manipula- tion skills.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Learn- ing to scaffold the development of robotic manipula- tion skills

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:04:53.656990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T11:04:52.576224Z digest=sha256:b04894bf423e062c1982c48445c9fde75608628b5f7615569363354e1359d409

Observation 7108e7da-2102-4b4b-a35b-9a804f2611b0 · outbound

This paper cites Funkhouser.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Funkhouser

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:04:53.640424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T11:04:52.585683Z digest=sha256:ff2cb8911c9f788446648f7ddae37493e146ac0fd97f6c536eee5bc21345e1f5

Observation 3c7aaef6-d8bc-4bfd-b289-90dd2a34300d · outbound

This paper cites Learning pregrasp manipulation of objects from ungraspable poses, 2020.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Learning pregrasp manipulation of objects from ungraspable poses, 2020

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:04:53.608915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T11:04:52.594829Z digest=sha256:c2c7afbb07bb5615ae7ebc62d18a42186bf486b8edf454e0d007d6c56a13e684

Observation 05c230c0-5968-4607-a2ef-261a3a7c98e8 · outbound

This paper cites cuRobo: Parallelized Collision-Free Minimum-Jerk Robot Motion Generation.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping cuRobo: Parallelized Collision-Free Minimum-Jerk Robot Motion Generation

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-08T11:04:52.599256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T11:04:52.599256Z digest=sha256:2c0c9f6f7a2b212c50113131335d3aa3e7b480a84fb6cef923536b7b0f113eae

Observation d481864d-91a2-4142-83e2-1ddcbedeae7e · outbound

This paper cites Domain ran- domization for transferring deep neural networks from simulation to the real world.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Domain ran- domization for transferring deep neural networks from simulation to the real world

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:04:53.593329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T11:04:52.604171Z digest=sha256:162625d3be30d71ad95b51e51bba907edafb4b0222b14d62c945a2e0fa58d577

Observation ce684c35-7bab-423a-80dc-836771c38b37 · outbound

This paper cites UniDexGrasp++: Improving Dexterous Grasping Policy Learning via Geometry-aware Curriculum and Iterative Generalist-Specialist Learning.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping UniDexGrasp++: Improving Dexterous Grasping Policy Learning via Geometry-aware Curriculum and Iterative Generalist-Specialist Learning

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-08T11:04:52.608779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T11:04:52.608779Z digest=sha256:0d6683d05426a381e1b35b41f843c388f8619164cf598c758692df0ecd2a3891

Observation 4a5d3069-5095-42f0-9a86-114cac469f69 · outbound

This paper cites Goal-auxiliary actor-critic for 6d robotic grasping with point clouds.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Goal-auxiliary actor-critic for 6d robotic grasping with point clouds

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:04:53.577729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T11:04:52.613431Z digest=sha256:c12b32f311a355d3d7f259edec50c482dc9419b570afef837a0e173c6a061a93

Observation b67762f2-2941-4a7a-8dbc-a236a4578101 · outbound

This paper cites Foundationpose: Unified 6d pose estimation and tracking of novel objects.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Foundationpose: Unified 6d pose estimation and tracking of novel objects

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-08T11:04:52.617887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T11:04:52.617887Z digest=sha256:46be6252e0d47e4c1e2b04fee9ac925d5d8b12ec1cfef1e2a517830f61614269

Observation e41f3c86-40be-4513-a6cf-9aa748c534d8 · outbound

This paper cites Efficient skill acquisition for complex manipulation tasks in ob- structed environments, 2023.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Efficient skill acquisition for complex manipulation tasks in ob- structed environments, 2023

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:04:53.550203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T11:04:52.622534Z digest=sha256:c7cb6dd02c91bf1c6c8847e681f95e92ca4f842bcf9ef2c08037274c37ff8a32

Observation 8951cfc6-5c4f-4568-95c9-9f4efa22c239 · outbound

This paper cites Twist: Teacher-student world model distillation for efficient sim-to-real transfer.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Twist: Teacher-student world model distillation for efficient sim-to-real transfer

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:04:53.535843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T11:04:52.626812Z digest=sha256:b8796313adcd0549bf9b0d662e5dcda43f7c6af60a977968c51c726f28eff792

Observation 5de9f951-6b06-479a-ac77-908db374bf69 · outbound

This paper cites M2T2: Multi-Task Masked Transformer for Object-centric Pick and Place.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping M2T2: Multi-Task Masked Transformer for Object-centric Pick and Place

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-08T11:04:52.631205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T11:04:52.631205Z digest=sha256:6a2ffef88c85493785e4fbab14a8ef619d120b3b26fc31219c6845160921c48d

Observation 1aa72ebb-f93a-4e39-be3c-d2900d15b4de · outbound

This paper cites 3D Diffusion Policy: Generalizable Visuomotor Policy Learning via Simple 3D Representations.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping 3D Diffusion Policy: Generalizable Visuomotor Policy Learning via Simple 3D Representations

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-08T11:04:52.635960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T11:04:52.635960Z digest=sha256:a9c9ea6f6a1f6f7269c30a071f4dba1081a453da57f2c0c9095bf1d6d6a1f001

Observation 795e8616-f051-4090-a242-6ab04743456c · outbound

This paper cites Learning visual robotic control efficiently with contrastive pre-training and data augmen- tation, 2022.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Learning visual robotic control efficiently with contrastive pre-training and data augmen- tation, 2022

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:04:53.521239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T11:04:52.641062Z digest=sha256:78aef2120d8b5d70b3847ea660877ec3345615abea6e110e20cc73f1d1489ac1

Observation 0aae7a7d-ee0b-44ff-99a0-f1df943fd4d3 · outbound

This paper cites Zhao, Jonathan Tompson, Danny Driess, Pete Florence, Kamyar Ghasemipour, Chelsea Finn, and Ayzaan Wahid.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Zhao, Jonathan Tompson, Danny Driess, Pete Florence, Kamyar Ghasemipour, Chelsea Finn, and Ayzaan Wahid

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-08T11:04:52.645463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T11:04:52.645463Z digest=sha256:016fc429644bd29011b71d7c4d76976fad6a939a019408fd4503f61fa2ae5252

Observation b46cb767-5e51-432b-af37-1ca27cad9ccb · outbound

This paper cites Nerf in the palm of your hand: Corrective augmentation for robotics via novel-view syn- thesis.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Nerf in the palm of your hand: Corrective augmentation for robotics via novel-view syn- thesis

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:04:53.496830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T11:04:52.649871Z digest=sha256:45ddd02cbbf2439dcf7d1f69c3615336acf69a989d3498b8ea0fd9e54531863e

Observation 029adc79-39cd-4d64-9c4f-8e43ff197ef3 · outbound

This paper cites Learning to grasp the ungraspable with emergent extrinsic dexterity.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Learning to grasp the ungraspable with emergent extrinsic dexterity

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:04:53.480617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T11:04:52.654576Z digest=sha256:e595f4f2a63a9595da281d9a6437d28ca2b7b9c717d552bc7a7026ab0208e219

Observation 3f8aba6d-cc9c-4072-90dd-e3b6e2ebaf8a · outbound

This paper cites an unresolved cited work.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-08T11:04:53.466633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T11:04:52.659159Z digest=sha256:77f3fb82900cd64c80c9c19370025f77d7d38e4f72ea9f96ecabbea9da857046

Observation 9560cbfd-051d-4f80-8601-07497cb26891 · outbound

This paper cites The diffusion policy is implemented using a Denoising Diffusion Probabilistic Model (DDPM), with a multi-layer perceptron (MLP)-based backbone.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping The diffusion policy is implemented using a Denoising Diffusion Probabilistic Model (DDPM), with a multi-layer perceptron (MLP)-based backbone

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:04:53.452874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T11:04:52.664097Z digest=sha256:82c1a76a12e977e99ac81d5cd537df9fc0384fa6b482e5fdd958aa75adabd90f

Observation faea19ec-4bbf-4033-b50d-a5dcf572ca15 · outbound

This paper cites An actor network consists of an MLP with 2 hidden layers of sizes [256, 256].

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping An actor network consists of an MLP with 2 hidden layers of sizes [256, 256]

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:04:53.438439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T11:04:52.668332Z digest=sha256:c978e73b185b8b914a9e9de02afd652fcbe666beed6c5089818d2464de2347f0

Observation bf69067c-37b3-461f-b019-326ddbd45ed8 · outbound

This paper cites an unresolved cited work.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-08T11:04:53.424424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T11:04:52.672594Z digest=sha256:a30a681c1e5bf1a96d1052e3dd8a64769e3638375eafb4f506b53b7e73234ac4

Observation 8507bd7b-c64f-4d51-a884-95eaae97835f · outbound

This paper cites The DP3 encoder comprises three fully connected layers with dimensions of [128, 256, 384], followed by a max pooling operation and a final fully connected layer of size 64.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping The DP3 encoder comprises three fully connected layers with dimensions of [128, 256, 384], followed by a max pooling operation and a final fully connected layer of size 64

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:04:53.409035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T11:04:52.676752Z digest=sha256:e00715676aa4b59563730be5de5c6748cb10adb1516cef4c68f24d0d256c54f3

Observation 4892a22f-f281-432d-ba88-41aa71afe818 · outbound

This paper cites The architecture of the DP3 encoder and the state encoder is consistent with that employed in the student con- straint policy.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping The architecture of the DP3 encoder and the state encoder is consistent with that employed in the student con- straint policy

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:04:53.394873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T11:04:52.680472Z digest=sha256:9bdab1287e3d7b841de21f4350de55bb41914005b14aab3adeabb0708ddbfa85

Observation 8a599b17-b20b-4308-a775-48fb6c991e26 · outbound

This paper cites To train teacher policies efficiently, we spawn 1024 robots and objects in the simulated environment.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping To train teacher policies efficiently, we spawn 1024 robots and objects in the simulated environment

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:04:53.381367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T11:04:52.684260Z digest=sha256:ed6d3e8db743acdea7eeafa4e9a1e10da5c6292677e498f9146cab52fd57e8b0

Observation c4a00a3f-e267-4e8a-be4c-79d372ec1057 · outbound

This paper cites an unresolved cited work.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-08T11:04:53.367767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T11:04:52.688036Z digest=sha256:107296d9e5481a542087618eec26c9cd4a6cfc4d3ab41594b9446810311c40fd

Observation 5626b336-3e20-47c2-a374-31b336e14b74 · outbound

This paper cites We render depth images with the size of 640 × 480 from a Realsense L515 camera to reconstruct point cloud observations.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping We render depth images with the size of 640 × 480 from a Realsense L515 camera to reconstruct point cloud observations

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:04:53.353063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T11:04:52.692220Z digest=sha256:630b6b72e6eaa773b480c638cc0c729badf7fc8d60b5ad5a8317c5104ff59f80

Observation 6c2e80da-cbd0-4bd3-9e33-2a5e616fe014 · outbound

This paper cites Using the reconstructed mesh, we generate desired occluded grasp poses using antipodal sampling.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Using the reconstructed mesh, we generate desired occluded grasp poses using antipodal sampling

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:04:53.336793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T11:04:52.696005Z digest=sha256:05c5a6c063a750fbc42b67ee683bb2c2047f21bca7a81985abdaa1d217d722c0

Observation 910162ef-9c02-4c91-889f-e5ebd3aa3462 · outbound

This paper cites We use the same hyperparameters employed for training COMBO-Grasp, except for the entropy coefficient, which is set to 0.003.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping We use the same hyperparameters employed for training COMBO-Grasp, except for the entropy coefficient, which is set to 0.003

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:04:53.321558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T11:04:52.699634Z digest=sha256:093c67e5e7865b68997319783e7f00a29ecd405b4e133c17415cacb48304435c

Observation 3313b0c7-457d-4f13-8318-faeec0d10e3f · outbound

This paper cites In particular, we add a reward rright dist = ||T obj − T RightEE ||2.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping In particular, we add a reward rright dist = ||T obj − T RightEE ||2

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:04:53.306772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T11:04:52.703276Z digest=sha256:783740681cf3909dc3328b6a204c85a2aa47e7b54668f249a71e2950b4cd7d12

Observation 71f30834-0d04-4f13-9d71-de62b86117e4 · outbound

This paper cites To accommodate objects of varying sizes and orientations, the constraint is positioned at the right hand side of the workspace rather than at the centre.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping To accommodate objects of varying sizes and orientations, the constraint is positioned at the right hand side of the workspace rather than at the centre

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:04:53.290714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T11:04:52.707387Z digest=sha256:183a42180d2b25a951c8ec5bc63095cdbd6338e1875772af0f1697106ffd9826

Observation db41e8c9-9936-443e-9ce2-31cb2197e502 · outbound

This paper cites an unresolved cited work.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Unresolved cited work

Reference 2003

Resolution
verified exact
raw_fallback, observed 2026-08-08T11:04:53.274689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T11:04:52.437461Z digest=sha256:fd237cd75eba3e1e7a38f961a83efaf349e2551cc6dcec2ea903f3d0b915d8b2

Observation 2b516717-e745-4050-94f8-b9e5c7f873d5 · outbound

This paper cites an unresolved cited work.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Unresolved cited work

Reference 2019

Resolution
unresolved
raw_fallback, observed 2026-08-08T11:04:53.625233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-08T11:04:52.590224Z digest=sha256:4f45af5224c16b0f36873fa9c32010763f66e71fc9bb150facc774e0e9035205

Observation fef3ee25-afc3-447b-949c-a95da353fae1 · outbound

This paper cites an unresolved cited work.

COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Unresolved cited work

Reference 2020

Resolution
unresolved
no resolver link, observed 2026-08-08T11:04:52.581039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T11:04:52.581039Z digest=sha256:0042d64b2c1c0d7e60c7c100f3a548e0e492620f17797194a35149f5d368ba97

Pith citing papers

Observation edc0dcb3-e66e-494e-88a6-eec001780387 · inbound

Leveraging Extrinsic Dexterity for Occluded Grasping on Grasp Constraining Walls cites this paper.

Leveraging Extrinsic Dexterity for Occluded Grasping on Grasp Constraining Walls COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T15:55:49.434019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:55:49.434019Z digest=sha256:288901d602435785cd460c81fa1d9b6fdf144369031d5f9858de7158301cb764

Observation bd393e4e-f492-43cd-b6ce-3999d4d8c9da · inbound

VLBiMan: Vision-Language Anchored One-Shot Demonstration Enables Generalizable Bimanual Robotic Manipulation cites this paper.

VLBiMan: Vision-Language Anchored One-Shot Demonstration Enables Generalizable Bimanual Robotic Manipulation COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-05-18T13:51:25.740747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-18T13:47:30.943307Z digest=sha256:4650e32d07823ba3f379272ed7b2f898f9752e8a5df4700c297c76578e5ee1a3