Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T11:04:52.707387Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T11:04:52.707387Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T15:55:49.434019Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-18T13:51:25.737981Z
62 of 62 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 858335d3-bc9a-4fb0-a120-2d763385e883 · outbound
COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Nondominant arm advantages in load compensation during rapid elbow joint movements
Reference 1
Source-reported events for the cited work
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Observation d91c8220-b365-41c4-9f84-5c3c7eb1bc6b · outbound
COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Handedness: dominant arm advantages in control of limb dynamics
Reference 2
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.
Observation 6747b565-f69a-441a-af74-89297d430244 · outbound
COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Graspldm: Generative 6-dof grasp synthesis using latent diffusion models
Reference 3
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.
Observation 15d843b2-e920-4a22-bde3-d54b8eca0bb7 · outbound
COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Distilled Domain Randomization
Reference 4
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.
Observation 3326b1ed-f614-48c3-a81e-97ed8d14275c · outbound
COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Segment and Track Anything
Reference 5
Source-reported events for the cited work
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Observation c718ccf3-aa90-41f4-882c-82660f12ba8d · outbound
COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Diffusion policy: Visuomotor policy learning via action diffusion
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6855ee96-9361-44a4-9979-2e3c77af32e0 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 215cdceb-3791-45b2-a1b5-73a938e9bffe · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 18a5b50b-f860-47a3-a815-caffaf86477f · outbound
COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Intrinsic motivation for encouraging syn- ergistic behavior
Reference 9
Source-reported events for the cited work
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Observation afa3a8e2-0c66-498d-acb2-73b1b2ae2a47 · outbound
COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Efficient bimanual manipulation using learned task schemas
Reference 10
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.
Observation 9c12881a-2756-413e-8fe5-cd880cffde26 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 532e910a-8e6e-4627-a25a-f10233bd7dcc · outbound
COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Ramp: A bench- mark for evaluating robotic assembly manipulation and planning
Reference 12
Source-reported events for the cited work
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Observation 21483441-7e60-48cc-a430-4adfb3c2fad1 · outbound
COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Objaverse: A universe of annotated 3d objects
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 87f3c4ab-cd1e-4ef8-bec1-91906e86e7fd · outbound
COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Google Scanned Objects: A High-Quality Dataset of 3D Scanned Household Items
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7b5bb811-d389-4b73-a03f-048d2728f34d · outbound
COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping A comparison of imitation learning algorithms for bimanual manipulation
Reference 15
Source-reported events for the cited work
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Observation dbade1d0-ef3f-4926-b139-1d8f4951dc71 · outbound
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
Source-reported events for the cited work
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Observation 1f31d824-d193-486c-ad29-b8edda3b387a · outbound
COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Stabilize to act: Learning to coordinate for bimanual manipulation
Reference 17
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.
Observation d23e18dc-6ffd-4b92-937e-3b2bd7504e2d · outbound
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
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Unavailable: canonical work link unavailable.
Observation d944790c-30a3-4094-a643-7ef8cf094514 · outbound
COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Denoising diffusion probabilistic models
Reference 19
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Unavailable: canonical work link unavailable.
Observation db569092-0583-4688-9580-f6ec689bdcf0 · outbound
COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Dynamic handover: Throw and catch with bi- manual hands, 2023
Reference 20
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.
Observation adc2539b-a9cc-46e6-a603-8838956c6a3b · outbound
COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Scalable deep reinforcement learning for vision- based robotic manipulation
Reference 21
Source-reported events for the cited work
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Observation 577c44d8-8a5b-4b13-befb-4e3278fc0e7f · outbound
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
Source-reported events for the cited work
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Observation 4f5a66a8-949f-4ce4-b505-a3932c9d1784 · outbound
COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Model-free friction observers for flexible joint robots with torque measurements
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7d9a66c7-e099-4d27-bd81-f08441a7f131 · outbound
COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Efficient bimanual handover and rear- rangement via symmetry-aware actor-critic learning
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c1bb7159-e169-4d80-b19f-e344839119e5 · outbound
COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Twisting Lids Off with Two Hands
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa4f744a-0caf-4b63-9bd9-41fe93840857 · outbound
COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping 6-dof graspnet: Variational grasp generation for object manipulation
Reference 26
Source-reported events for the cited work
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Observation 9b3d57af-3a08-43ef-addb-b40220454b4f · outbound
COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Nvidia isaac sim
Reference 27
Source-reported events for the cited work
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Observation 7bdf218f-4a5e-40ae-8e3f-ce58c729caab · outbound
COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Unresolved cited work
Reference 28
Source-reported events for the cited work
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Observation 83975fa5-6f17-4947-8c0d-6eddf9a9dba6 · outbound
COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Sainburg
Reference 29
Source-reported events for the cited work
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Observation ea028522-e2e7-4460-afc9-cf95d8669a20 · outbound
COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Proximal Policy Optimization Algorithms
Reference 31
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Observation 7b82f733-343d-439b-aae1-8eeaa750110b · outbound
COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Learn- ing to scaffold the development of robotic manipula- tion skills
Reference 32
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.
Observation 7108e7da-2102-4b4b-a35b-9a804f2611b0 · outbound
COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Funkhouser
Reference 33
Source-reported events for the cited work
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Observation 3c7aaef6-d8bc-4bfd-b289-90dd2a34300d · outbound
COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Learning pregrasp manipulation of objects from ungraspable poses, 2020
Reference 34
Source-reported events for the cited work
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Observation 05c230c0-5968-4607-a2ef-261a3a7c98e8 · outbound
COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping cuRobo: Parallelized Collision-Free Minimum-Jerk Robot Motion Generation
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d481864d-91a2-4142-83e2-1ddcbedeae7e · outbound
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
Source-reported events for the cited work
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Observation ce684c35-7bab-423a-80dc-836771c38b37 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a5d3069-5095-42f0-9a86-114cac469f69 · outbound
COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Goal-auxiliary actor-critic for 6d robotic grasping with point clouds
Reference 38
Source-reported events for the cited work
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Observation b67762f2-2941-4a7a-8dbc-a236a4578101 · outbound
COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Foundationpose: Unified 6d pose estimation and tracking of novel objects
Reference 39
Source-reported events for the cited work
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Observation e41f3c86-40be-4513-a6cf-9aa748c534d8 · outbound
COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Efficient skill acquisition for complex manipulation tasks in ob- structed environments, 2023
Reference 40
Source-reported events for the cited work
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Observation 8951cfc6-5c4f-4568-95c9-9f4efa22c239 · outbound
COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Twist: Teacher-student world model distillation for efficient sim-to-real transfer
Reference 41
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.
Observation 5de9f951-6b06-479a-ac77-908db374bf69 · outbound
COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping M2T2: Multi-Task Masked Transformer for Object-centric Pick and Place
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1aa72ebb-f93a-4e39-be3c-d2900d15b4de · outbound
COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping 3D Diffusion Policy: Generalizable Visuomotor Policy Learning via Simple 3D Representations
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 795e8616-f051-4090-a242-6ab04743456c · outbound
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
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.
Observation 0aae7a7d-ee0b-44ff-99a0-f1df943fd4d3 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b46cb767-5e51-432b-af37-1ca27cad9ccb · outbound
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
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.
Observation 029adc79-39cd-4d64-9c4f-8e43ff197ef3 · outbound
COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Learning to grasp the ungraspable with emergent extrinsic dexterity
Reference 47
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.
Observation 3f8aba6d-cc9c-4072-90dd-e3b6e2ebaf8a · outbound
COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Unresolved cited work
Reference 51
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.
Observation 9560cbfd-051d-4f80-8601-07497cb26891 · outbound
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
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.
Observation faea19ec-4bbf-4033-b50d-a5dcf572ca15 · outbound
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
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.
Observation bf69067c-37b3-461f-b019-326ddbd45ed8 · outbound
COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Unresolved cited work
Reference 54
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.
Observation 8507bd7b-c64f-4d51-a884-95eaae97835f · outbound
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
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.
Observation 4892a22f-f281-432d-ba88-41aa71afe818 · outbound
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
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.
Observation 8a599b17-b20b-4308-a775-48fb6c991e26 · outbound
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
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.
Observation c4a00a3f-e267-4e8a-be4c-79d372ec1057 · outbound
COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Unresolved cited work
Reference 58
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.
Observation 5626b336-3e20-47c2-a374-31b336e14b74 · outbound
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
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.
Observation 6c2e80da-cbd0-4bd3-9e33-2a5e616fe014 · outbound
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
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.
Observation 910162ef-9c02-4c91-889f-e5ebd3aa3462 · outbound
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
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.
Observation 3313b0c7-457d-4f13-8318-faeec0d10e3f · outbound
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
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.
Observation 71f30834-0d04-4f13-9d71-de62b86117e4 · outbound
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
Source-reported events for the cited work
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Observation db41e8c9-9936-443e-9ce2-31cb2197e502 · outbound
COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Unresolved cited work
Reference 2003
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.
Observation 2b516717-e745-4050-94f8-b9e5c7f873d5 · outbound
COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Unresolved cited work
Reference 2019
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.
Observation fef3ee25-afc3-447b-949c-a95da353fae1 · outbound
COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping Unresolved cited work
Reference 2020
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation edc0dcb3-e66e-494e-88a6-eec001780387 · inbound
Leveraging Extrinsic Dexterity for Occluded Grasping on Grasp Constraining Walls COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bd393e4e-f492-43cd-b6ce-3999d4d8c9da · inbound
VLBiMan: Vision-Language Anchored One-Shot Demonstration Enables Generalizable Bimanual Robotic Manipulation COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping
Reference 18
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.