Pith. sign in

Paper Citation Record · LEDGER

CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation

As of 7 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 25 inbound Pith citation observations for arXiv:2603.22435.

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

pith.paper-citation-record.v1
2603.22435 v2

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-13T20:16:28.456872Z

measured 56 of 56 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 25 of 25 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T05:44:45.291607Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-10T07:26:54.469980Z

Reference resolution

31 of 31 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved29
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 39caf325-b1be-492b-b1d7-b6179585da72 · outbound

This paper cites Learning to Keep a Promise: Scaling Language Model Decoding Parallelism with Learned Asynchronous Decoding.

CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation Learning to Keep a Promise: Scaling Language Model Decoding Parallelism with Learned Asynchronous Decoding

Reference 1

Resolution
unresolved
no resolver link, observed 2026-07-13T20:16:28.456872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T20:16:28.456872Z digest=sha256:68ff7c46ee0fabb036292d8900e2196857d0e488e81b03d8f629c6db661b5dc1

Observation 36c25923-d4f0-4fc3-92ae-c7223b8bfd6a · outbound

This paper cites Training Software Engineering Agents and Verifiers with SWE-Gym.

CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation Training Software Engineering Agents and Verifiers with SWE-Gym

Reference 2

Resolution
malformed identifier
no resolver link, observed 2026-07-13T20:16:28.456872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T20:16:28.456872Z digest=sha256:6db37d01aa87bd2c6067342e68f65a38e7ac32c1bec1f5135a366dd332a125e4

Observation 41c05a92-e443-45b8-aee8-226dc5634fe0 · outbound

This paper cites It learns through environment interaction and reward feedback signals that the causal dependency that an object must be grasped (viaclose gripper) before it can be placed.

CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation It learns through environment interaction and reward feedback signals that the causal dependency that an object must be grasped (viaclose gripper) before it can be placed

Reference 3

Resolution
unresolved
no resolver link, observed 2026-07-13T20:16:28.456872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T20:16:28.456872Z digest=sha256:e0c2fe8b80923d17f776d6c533ed6b3fc4a1e8c9b4ca2f1f07040524d685160d

Observation 1ec3b450-2455-403e-a4ba-7f3fc24daca6 · outbound

This paper cites red cube.

CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation red cube

Reference 4

Resolution
malformed identifier
no resolver link, observed 2026-07-13T20:16:28.456872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T20:16:28.456872Z digest=sha256:b830b184961b1008ad97259cd21513f49abe3f3e9a586c3c324e3ac0e5425ac0

Observation 584d5c3b-78bf-430e-898e-618285b8d737 · outbound

This paper cites get_observation.

CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation get_observation

Reference 5

Resolution
unresolved
no resolver link, observed 2026-07-13T20:16:28.456872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T20:16:28.456872Z digest=sha256:19f30c40fa458ecc37a5d749612d1470d5ac31fd84109fd5040faea654a73052

Observation 33c62d50-1724-4a4b-9c2c-af6c5c3c4cc0 · outbound

This paper cites mask": np.ndarray of shape (H, W), dtype bool or uint8, 100where True/1 means the pixel belongs to the instance. 101-.

CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation mask": np.ndarray of shape (H, W), dtype bool or uint8, 100where True/1 means the pixel belongs to the instance. 101-

Reference 6

Resolution
unresolved
no resolver link, observed 2026-07-13T20:16:28.456872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T20:16:28.456872Z digest=sha256:7a3de2246bec1b79a39e718a4f55199bddd005e57720e3c0d181f60d4851a610

Observation 3ebe2d81-994f-4f22-9b9a-b73528cdf374 · outbound

This paper cites mask": np.ndarray of shape (H, W), dtype bool or uint8, 127where True/1 means the pixel belongs to the instance. 128-.

CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation mask": np.ndarray of shape (H, W), dtype bool or uint8, 127where True/1 means the pixel belongs to the instance. 128-

Reference 7

Resolution
unresolved
no resolver link, observed 2026-07-13T20:16:28.456872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T20:16:28.456872Z digest=sha256:340c4c3cbb4cd2369630e51898ea5a91bcd91591db1060656bd872ff11a7c4f5

Observation 3311e6dd-8d68-4840-92a9-94097333837d · outbound

This paper cites center": np.ndarray: The center of the oriented bounding box in point cloud frame. 167-.

CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation center": np.ndarray: The center of the oriented bounding box in point cloud frame. 167-

Reference 8

Resolution
unresolved
no resolver link, observed 2026-07-13T20:16:28.456872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T20:16:28.456872Z digest=sha256:5142ff6676309e0a4200aa2028bdd0fe4b23b7af18f9945c43a40a40a01b404d

Observation ec84df34-d3da-4e42-8a0a-fcf84237c89d · outbound

This paper cites robot0_robotview.

CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation robot0_robotview

Reference 9

Resolution
unresolved
no resolver link, observed 2026-07-13T20:16:28.456872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T20:16:28.456872Z digest=sha256:6fc92c33efea99223d1c33272c940884524edd982e8fa401d0a1bc1f0d977580

Observation b7f646c4-b6b5-4f3e-8328-141380a0fa97 · outbound

This paper cites "" 323joints = np.asarray(joints, dtype=np.float64).reshape(7) 324self._env.move_to_joints_blocking(joints) 325 326def open_gripper(self) -> None: 327.

CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation "" 323joints = np.asarray(joints, dtype=np.float64).reshape(7) 324self._env.move_to_joints_blocking(joints) 325 326def open_gripper(self) -> None: 327

Reference 10

Resolution
unresolved
no resolver link, observed 2026-07-13T20:16:28.456872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T20:16:28.456872Z digest=sha256:65c1ec8323416afb1bb029c25f7096f213479dec565c017cd9d778cbb5d409fe

Observation 15ea37fd-6f54-4c0d-af19-dcf7dd2ec9ce · outbound

This paper cites 86Args: 87mask: (H, W) binary mask (0 or 1).

CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation 86Args: 87mask: (H, W) binary mask (0 or 1)

Reference 11

Resolution
unresolved
no resolver link, observed 2026-07-13T20:16:28.456872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T20:16:28.456872Z digest=sha256:0d8293990ed42d0d016b26402bccbd3d4fa7780d6047bf07edb0e2fcd48f95e9

Observation a329f451-1c2c-4e61-8325-6a6bc2a6c4e7 · outbound

This paper cites 131Args: 132u, v: Pixel coordinates (col, row).

CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation 131Args: 132u, v: Pixel coordinates (col, row)

Reference 12

Resolution
unresolved
no resolver link, observed 2026-07-13T20:16:28.456872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T20:16:28.456872Z digest=sha256:ff20b1e2a83bad0f04713a0d371c7002f4b36a8e1caf12b17689cdb90fe37e32

Observation dbaa6509-50e1-4301-98d4-efc287b298b4 · outbound

This paper cites "" 195Normalize a vector to unit length. 196Args: 197v: (3,) vector. 198Returns: 199np.array: (3,) unit vector. 200.

CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation "" 195Normalize a vector to unit length. 196Args: 197v: (3,) vector. 198Returns: 199np.array: (3,) unit vector. 200

Reference 13

Resolution
unresolved
no resolver link, observed 2026-07-13T20:16:28.456872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T20:16:28.456872Z digest=sha256:65e7f0c47788f1af3123d7a40491ebd9130f6d0e3a2d6b50260b800a298a8be9

Observation 2dbd3d1b-a85d-4591-812e-1c01c53f0f38 · outbound

This paper cites "" 222best_grasp = None 223best_score = -np.float64(.

CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation "" 222best_grasp = None 223best_score = -np.float64(

Reference 14

Resolution
unresolved
no resolver link, observed 2026-07-13T20:16:28.456872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T20:16:28.456872Z digest=sha256:d43a822500db273d96f6a12b327e103520515f04e1783431fbc06eb6241bf03a

Observation 62cb73cb-7028-42c5-9c47-8749b627e569 · outbound

This paper cites 11Output ONLY ONE fenced code block (‘‘‘python...‘‘‘) containing the complete final solution.

CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation 11Output ONLY ONE fenced code block (‘‘‘python...‘‘‘) containing the complete final solution

Reference 18

Resolution
unresolved
no resolver link, observed 2026-07-13T20:16:28.456872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T20:16:28.456872Z digest=sha256:d973bcef58721396b93c5a34e545ded42d98d90e16707cad3d4563f814493458

Observation 0926dafd-39f5-45a2-b147-6cea5143f460 · outbound

This paper cites an unresolved cited work.

CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-07-13T20:16:28.456872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T20:16:28.456872Z digest=sha256:40dff3e9c33ce70115a7a6ec2641828f6b668fbbb052de7946efd972affd84de

Observation ccb58524-ec39-44da-80ec-1fb7c6b8119b · outbound

This paper cites an unresolved cited work.

CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-07-13T20:16:28.456872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T20:16:28.456872Z digest=sha256:cb7a36b765859eafdc658b781a55e1fe1732b5f59ee55168b232f27914bf762e

Observation 434144f7-70da-43c2-8e18-b44aa46ed6a2 · outbound

This paper cites an unresolved cited work.

CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-07-13T20:16:28.456872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T20:16:28.456872Z digest=sha256:d9aa268f032727319f6bf87bbd271c1d1f890cdd66421d181964c2074bb8a1e8

Observation 5fca6a74-eb45-44c1-8ee8-6c67165663fd · outbound

This paper cites an unresolved cited work.

CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-07-13T20:16:28.456872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T20:16:28.456872Z digest=sha256:1130df81b9f47e409ecca2056c8f108b94e156f0af627df70788b372cb5641ce

Observation fd7b1df9-b8b6-4ee1-827c-bf100fc7f515 · outbound

This paper cites REGENERATE.

CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation REGENERATE

Reference 23

Resolution
unresolved
no resolver link, observed 2026-07-13T20:16:28.456872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T20:16:28.456872Z digest=sha256:aa42297e00037efa9fa7677c80177f913f18a7debb1f4e5790f65e6e641272bc

Observation d6869d78-34e6-4c91-b0f7-d1b77b120969 · outbound

This paper cites an unresolved cited work.

CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-07-13T20:16:28.456872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T20:16:28.456872Z digest=sha256:fb27116a1919b148fa9182576010dbec4a593cd5dba0e9ea75a615d9e12541e5

Observation 666e9656-9846-4b9f-91c4-f5ba40986cbd · outbound

This paper cites an unresolved cited work.

CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation Unresolved cited work

Reference 25

Resolution
unresolved
no resolver link, observed 2026-07-13T20:16:28.456872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T20:16:28.456872Z digest=sha256:40a68ca0c0e23a4982ab9a6462fc6d52648530c0667f7affe69375e57d7aec41

Observation cafbf18f-531a-4a5b-bafd-03adbd262bad · outbound

This paper cites an unresolved cited work.

CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-07-13T20:16:28.456872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T20:16:28.456872Z digest=sha256:9f39375b160eaa5b8a3cdce3159a26f0025c797a4160ca05e63837c35eaf722d

Observation 41b19639-5322-4fa2-8f88-fcb34ed918d5 · outbound

This paper cites 28- If the task is not verifiably complete:.

CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation 28- If the task is not verifiably complete:

Reference 27

Resolution
unresolved
no resolver link, observed 2026-07-13T20:16:28.456872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T20:16:28.456872Z digest=sha256:a8ab5552a352e4cf4a2d6860723232c6184d988d37e02e1bcc5a94f9d3f86e1a

Observation 393fd8a6-a9ae-4476-9307-ad91f466ad5f · outbound

This paper cites 49 CaP-X.

CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation 49 CaP-X

Reference 28

Resolution
unresolved
no resolver link, observed 2026-07-13T20:16:28.456872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T20:16:28.456872Z digest=sha256:6d870b59ec3c7a0ab6461e4db1b87d0c7d84a620c7b801a73fd32564c35a6df3

Observation 9c232c47-5359-4321-b5b8-59e6c8f5d1f4 · outbound

This paper cites an unresolved cited work.

CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation Unresolved cited work

Reference 29

Resolution
unresolved
no resolver link, observed 2026-07-13T20:16:28.456872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T20:16:28.456872Z digest=sha256:eb89cd6b7bf5d7896ffa024dfc48093fc889b2e4ce6889191e2cc8454ff9cf49

Observation e7a84edb-31d9-4eb7-8ad1-5360dda862a1 · outbound

This paper cites an unresolved cited work.

CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-07-13T20:16:28.456872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T20:16:28.456872Z digest=sha256:f24d1c7c098b11c2bc9c1ceb5f9cbc98043b4dce31039797499cd299f332b16a

Observation 441db511-2f9a-459c-b5e7-ef15f1f361ec · outbound

This paper cites an unresolved cited work.

CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-07-13T20:16:28.456872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T20:16:28.456872Z digest=sha256:3d24f35c70f6636bbfa2085b76217dddd72c3d783e150cd0912b637fa427afb4

Observation b37802ab-4398-466d-b06b-dcfc41b09ac9 · outbound

This paper cites an unresolved cited work.

CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-07-13T20:16:28.456872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T20:16:28.456872Z digest=sha256:bcbaebd58bbb6a082463266b3b73a87bf9772fb36d08a1f6abe81f1c6898890e

Observation d1d17fc2-0961-412e-8730-ba9113a1686a · outbound

This paper cites score"]) 7 8def get_object_metrics(mask, depth, intrinsics, extrinsics): 9.

CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation score"]) 7 8def get_object_metrics(mask, depth, intrinsics, extrinsics): 9

Reference 33

Resolution
unresolved
no resolver link, observed 2026-07-13T20:16:28.456872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T20:16:28.456872Z digest=sha256:f0dbc60f461a5dc90bbc51a971e5bcead5fc3293ab20ae2be20600339352b134

Observation e2c757a0-e7f0-484a-a791-a5a3c2da8b73 · outbound

This paper cites "" 40rgb = obs[.

CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation "" 40rgb = obs[

Reference 34

Resolution
unresolved
no resolver link, observed 2026-07-13T20:16:28.456872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T20:16:28.456872Z digest=sha256:80b993b7bcce5dfdb87656519825f4fc3f43763b88c0910d75db89337e01b57e

Pith citing papers

Observation 3ef1af4d-11fb-416b-a289-35e7563c9750 · inbound

ABot-Claw: A Foundation for Persistent, Cooperative, and Self-Evolving Robotic Agents cites this paper.

ABot-Claw: A Foundation for Persistent, Cooperative, and Self-Evolving Robotic Agents CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-07-03T02:17:36.141407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T16:23:37.046640Z digest=sha256:f6421ca525f8f0ce08d7a8feafdc3437038e215722bc9b53e3ed8c0b39f1c0c7

Observation 67f100d0-ff9c-4b65-a025-2d661adb3432 · inbound

Flame3D: Zero-shot Compositional Reasoning of 3D Scenes with Agentic Language Models cites this paper.

Flame3D: Zero-shot Compositional Reasoning of 3D Scenes with Agentic Language Models CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation

Reference 33

Resolution
verified exact
arxiv_id, observed 2026-07-03T02:17:36.141407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-12T02:09:09.684786Z digest=sha256:5f72855d1ed9389f9838e803103a446398159e4870360bb1cb507091464c2cf8

Observation d59472fe-8bbc-4b1a-b9c0-20d89d8682c5 · inbound

GraspGen-X: Cross-Embodiment 6-DOF Diffusion-based Grasping cites this paper.

GraspGen-X: Cross-Embodiment 6-DOF Diffusion-based Grasping CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-07-03T02:17:36.141407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-28T17:26:12.044711Z digest=sha256:55d4ff49f774da142751c368ea7344060a353d685cde71a7c40dd2225710c9b8

Observation 0652ecb7-890c-41f7-bedb-9814235a5a9c · inbound

VoLo: A Physical Orchestrator for Open-Vocabulary Long-Horizon Manipulation cites this paper.

VoLo: A Physical Orchestrator for Open-Vocabulary Long-Horizon Manipulation CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-07-03T02:17:36.141407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T21:40:00.330510Z digest=sha256:d6a95e3c0da4e763a9c68bbcda017a39bfbc11740f5651c559744a8127c8e513

Observation 5a5a8bf7-6266-4d0d-8d10-15f668aa5f67 · inbound

APT: Action Expert Pretraining Improves Instruction Generalization of Vision-Language-Action Policies cites this paper.

APT: Action Expert Pretraining Improves Instruction Generalization of Vision-Language-Action Policies CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation

Reference 63

Resolution
verified exact
local_arxiv, observed 2026-07-03T10:48:02.690740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T09:49:56.894300Z digest=sha256:eed825d5ded9852fd86816ac8930e0bb4c552cf706dae83c435626e6af70283a

Observation 14f82920-9656-4d2b-9ac0-f58c7bec6093 · inbound

Improving Robotic Generalist Policies via Flow Reversal Steering cites this paper.

Improving Robotic Generalist Policies via Flow Reversal Steering CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation

Reference 33

Resolution
verified exact
local_arxiv, observed 2026-07-03T15:48:35.788881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T06:20:19.209180Z digest=sha256:8b5d06b5c7a48989ed2c3ad3e2d673745a122e095494aa151330adf26a6a5d84

Observation 245f55d7-80e2-4a76-8165-e61ac1ee467b · inbound

Recover, Discover, Plan: Learning Skills and Concepts from Robot Failures cites this paper.

Recover, Discover, Plan: Learning Skills and Concepts from Robot Failures CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation

Reference 47

Resolution
verified exact
local_arxiv, observed 2026-07-03T21:48:59.175939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T00:13:58.572795Z digest=sha256:94855eccc622b1cb469dfa23b4603a31cd515f3a76a03fd0297e22bf18b3ba08

Observation ccb8db94-e673-4c30-bd5c-9c1b384e5dfa · inbound

Guava: An Effective and Universal Harness for Embodied Manipulation cites this paper.

Guava: An Effective and Universal Harness for Embodied Manipulation CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation

Reference 4

Resolution
verified exact
local_arxiv, observed 2026-07-03T21:38:58.344598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T00:22:53.323832Z digest=sha256:ab62d32bf67570f308e4e0b0d103a8dbe80f816e23fd6b05c06997d6668c6942

Observation b682ba63-ebef-4af6-8d07-563c8c1abb03 · inbound

Playful Agentic Robot Learning cites this paper.

Playful Agentic Robot Learning CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation

Reference 7

Resolution
verified exact
local_arxiv, observed 2026-07-04T00:49:19.272550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-26T20:54:20.087105Z digest=sha256:69deba3b3a0885a761c9dd02803e9f83d49c7d17bf09048d695590933edbf52c

Observation 6601c1d4-d335-4d49-a556-dd3f92584ff0 · inbound

ENPIRE: Agentic Robot Policy Self-Improvement in the Real World cites this paper.

ENPIRE: Agentic Robot Policy Self-Improvement in the Real World CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-07-04T03:59:33.468572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-26T17:25:29.469359Z digest=sha256:597dae69e455bd99da9e96f0c15ebf135f7df1f5a4a77375ef71bad629fe91c9

Observation e3b63b57-9fbc-46fe-b564-4b3043dae4e2 · inbound

From Question Answering to Task Completion: A Survey on Agent System and Harness Design cites this paper.

From Question Answering to Task Completion: A Survey on Agent System and Harness Design CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation

Reference 179

Resolution
verified exact
local_arxiv, observed 2026-07-03T16:58:43.617891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T04:40:30.985824Z digest=sha256:8a81c0ac51627ec9c15375a217e11d7b9659c421779065af032fc418770712ee

Observation da8b3eb0-920a-43cb-afac-4fcc2f52e101 · inbound

InSight: Self-Guided Skill Acquisition via Steerable VLAs cites this paper.

InSight: Self-Guided Skill Acquisition via Steerable VLAs CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation

Reference 17

Resolution
verified exact
local_arxiv, observed 2026-07-04T16:49:58.315482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-26T00:10:51.721485Z digest=sha256:2ba5c3a7773bb0f3a05d99412e58cd01c9b1b95b798fd78330b6bf8d316ca3b6

Observation 15fc628c-0bda-4bff-8732-3247c0abe5e1 · inbound

Sequential Planning via Anchored Robotic Keypoints cites this paper.

Sequential Planning via Anchored Robotic Keypoints CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-07-03T02:17:36.141407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-30T04:59:12.363425Z digest=sha256:e2ebecd408ca3340ce8a2dda779c64fef7d73b127492a5526d4b987fdf1f5784

Observation 5793406a-0f7f-46b5-823b-55687bc4113c · inbound

ACE-Brain-0.5: A Unified Embodied Foundational Model for Physical Agentic AI cites this paper.

ACE-Brain-0.5: A Unified Embodied Foundational Model for Physical Agentic AI CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation

Reference 113

Resolution
unresolved
no resolver link, observed 2026-07-11T19:16:57.396710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T19:16:57.396710Z digest=sha256:a16f5f61f0a2c934752da23db70d0201dddd1d4510454d5f67b9c909ec98c2c7

Observation fd8340d1-e1c8-49b5-8204-2e9fe46c168a · inbound

GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks cites this paper.

GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation

Reference 31

Resolution
unresolved
no resolver link, observed 2026-07-11T07:12:02.239732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T07:12:02.239732Z digest=sha256:ec3c6a189106a22812dd49eb64b1e33d758364409ff0d20cd8d4476663de1b22

Observation 9b833d41-460d-4411-879c-3b7c3a6119a4 · inbound

Diagnosing Semantic Handoff Failures in Agent-Orchestrated Vision-Language-Action Skill Composition cites this paper.

Diagnosing Semantic Handoff Failures in Agent-Orchestrated Vision-Language-Action Skill Composition CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation

Reference 8

Resolution
verified exact
local_arxiv, observed 2026-07-08T12:04:50.500252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-08T12:00:14.336135Z digest=sha256:3ee497c732d4b3e706a264bb54c90951e82e289ff24384c4ed8c696197e410b1

Observation 0ce6a5d0-e9ec-4db7-9e72-f313aee174b4 · inbound

Diagnosing Semantic Handoff Failures in Agent-Orchestrated Vision-Language-Action Skill Composition cites this paper.

Diagnosing Semantic Handoff Failures in Agent-Orchestrated Vision-Language-Action Skill Composition CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-02T08:21:37.015901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T08:21:37.015901Z digest=sha256:45134f7a8b2fb5fc42b9b49810464e2a3e761d46c765a06c14de71c04befae09

Observation c9d23c24-1589-4522-9c08-04a384f57250 · inbound

Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents cites this paper.

Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation

Reference 12

Resolution
verified exact
local_arxiv, observed 2026-07-10T07:26:54.471483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-10T07:18:57.823444Z digest=sha256:e5f80d362d736e3829a9ed6987b277a923d38a9bb541a7c9fd9ca2df72407acf

Observation dd1ec318-ab55-40bc-b653-fccab04ef7a7 · inbound

Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents cites this paper.

Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-02T07:56:56.422760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T07:56:56.422760Z digest=sha256:1f1f324e2deaae468277d2ee5215117c5dae03affcb65ccea02e34d57e51aef4

Observation 869e43b5-31af-4241-9ae3-e4ab5e6b18ca · inbound

PhyAgentOS: A Self-Evolving Operating System for Embodied Agents with Decoupled Cognitive Planning and Physical Execution cites this paper.

PhyAgentOS: A Self-Evolving Operating System for Embodied Agents with Decoupled Cognitive Planning and Physical Execution CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-01T20:28:13.709931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T20:28:13.709931Z digest=sha256:d946da44f0d5f278f199aaf4d85ef04dd518bd3144918514107f0ac0469486c1

Observation 0f89692f-c6f2-47f8-bf9a-c98be57fb180 · inbound

Addressing the Orchestration Gap in Generalist Robots via Physical Agency cites this paper.

Addressing the Orchestration Gap in Generalist Robots via Physical Agency CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-01T06:55:48.356977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T06:55:48.356977Z digest=sha256:62d2f2baaaa4b8184ef85fd622fc81fa627fcdc50feead1249b760fd56556096

Observation 02dc96f7-59c1-4884-bfda-633b78b77a43 · inbound

A Few Words Go a Long Way: Language Guided Robot Policy Synthesis cites this paper.

A Few Words Go a Long Way: Language Guided Robot Policy Synthesis CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation

Reference 21

Resolution
unresolved
no resolver link, observed 2026-07-30T12:41:23.657317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T12:41:23.657317Z digest=sha256:f34a6f2e010d6fbc980c1d0a3938da63b9f2cc0dd720c0dfb5a07baec22b739e

Observation 15308108-2015-49c1-87de-1f2ccc03ff06 · inbound

Practice Makes Policies: Bootstrapping and Consolidating Robotic Capabilities from Zero Human Demonstrations cites this paper.

Practice Makes Policies: Bootstrapping and Consolidating Robotic Capabilities from Zero Human Demonstrations CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation

Reference 53

Resolution
unresolved
no resolver link, observed 2026-07-30T20:27:07.836119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-30T20:27:07.836119Z digest=sha256:0830b8072e1b5847c9d2d690127426083d9004dc9e2f6ce582c932b9e42f0241

Observation d589946e-bfed-4505-99e2-74192e2ad017 · inbound

Weights or Skills? A Survey of Robot-Learning Techniques: from Action-Predicting Weights to Robots that Write their Own Skills cites this paper.

Weights or Skills? A Survey of Robot-Learning Techniques: from Action-Predicting Weights to Robots that Write their Own Skills CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-04T19:45:29.904629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:45:29.904629Z digest=sha256:880f26a27b1e53fbcc431d4fdfdd351d249cdcaac4d0f8ff7cdd900df70e9d9e

Observation 50b196ba-447a-4b16-b45c-b988252543fb · inbound

ETA: A New Agentic Paradigm for Embodied Tasks cites this paper.

ETA: A New Agentic Paradigm for Embodied Tasks CaP-X: A Framework for Benchmarking and Improving Coding Agents for Robot Manipulation

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-05T05:44:45.291607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:44:45.291607Z digest=sha256:6651c4a4d0fc155d0042dda9eff7632fdf346d48584205e3db298cae35b5ae2b