Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T20:11:32.531855Z
Paper Citation Record · LEDGER
RoboReflect: A Robotic Reflective Reasoning Framework for Grasping Ambiguous-Condition Objects
As of 12 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2501.09307.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
24 of 24 outbound references displayed
- verified exact1
- verified fuzzy4
- unresolved18
- parse uncertain0
- malformed identifier1
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 1bb71046-789d-4389-8093-cc94fed35498 · outbound
This paper cites LLM-based Robot Task Planning with Exceptional Handling for General Purpose Service Robots.
RoboReflect: A Robotic Reflective Reasoning Framework for Grasping Ambiguous-Condition Objects LLM-based Robot Task Planning with Exceptional Handling for General Purpose Service Robots
Reference 1
- Resolution
- verified exact
- local_arxiv, observed 2026-08-10T20:11:32.736789Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 22dc6595-aaff-44a4-80d4-6fef7fbab108 · outbound
This paper cites Atom: Leveraging large language models for adaptive task object motion strategies in object rearrangement for service robotics,.
RoboReflect: A Robotic Reflective Reasoning Framework for Grasping Ambiguous-Condition Objects Atom: Leveraging large language models for adaptive task object motion strategies in object rearrangement for service robotics,
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:11:32.820350Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 69605846-c728-498b-b29d-74ec7988f201 · outbound
This paper cites Toward Automated Programming for Robotic Assembly Using ChatGPT.
RoboReflect: A Robotic Reflective Reasoning Framework for Grasping Ambiguous-Condition Objects Toward Automated Programming for Robotic Assembly Using ChatGPT
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T20:11:32.447284Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7fa70f07-5d1a-4081-b307-7dec701f5d1d · outbound
This paper cites REFLECT: Summarizing Robot Experiences for Failure Explanation and Correction.
RoboReflect: A Robotic Reflective Reasoning Framework for Grasping Ambiguous-Condition Objects REFLECT: Summarizing Robot Experiences for Failure Explanation and Correction
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T20:11:32.452667Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 44f47cc6-6d4c-4e41-b802-cb0e956a1199 · outbound
This paper cites Yell At Your Robot: Improving On-the-Fly from Language Corrections.
RoboReflect: A Robotic Reflective Reasoning Framework for Grasping Ambiguous-Condition Objects Yell At Your Robot: Improving On-the-Fly from Language Corrections
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T20:11:32.456780Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cd92be46-41e2-4793-b43c-75a9eb9eab99 · outbound
This paper cites ReKep: Spatio-Temporal Reasoning of Relational Keypoint Constraints for Robotic Manipulation.
RoboReflect: A Robotic Reflective Reasoning Framework for Grasping Ambiguous-Condition Objects ReKep: Spatio-Temporal Reasoning of Relational Keypoint Constraints for Robotic Manipulation
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T20:11:32.462124Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ae73ad84-cf7e-46e8-be56-10321fb003fd · outbound
This paper cites Anygrasp: Robust and efficient grasp perception in spatial and temporal domains,.
RoboReflect: A Robotic Reflective Reasoning Framework for Grasping Ambiguous-Condition Objects Anygrasp: Robust and efficient grasp perception in spatial and temporal domains,
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T20:11:32.466429Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 52f5c1d8-3c9b-4a5c-ae18-7d6798c68273 · outbound
This paper cites GPT-4 Technical Report.
RoboReflect: A Robotic Reflective Reasoning Framework for Grasping Ambiguous-Condition Objects GPT-4 Technical Report
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T20:11:32.469737Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 63b1eba0-8203-43bb-8397-faa644790517 · outbound
This paper cites Palm: Scaling language modeling with pathways,.
RoboReflect: A Robotic Reflective Reasoning Framework for Grasping Ambiguous-Condition Objects Palm: Scaling language modeling with pathways,
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:11:32.801508Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation b77cd197-a7a3-45d7-80fc-c1aa20e3ae77 · outbound
This paper cites LLaMA: Open and Efficient Foundation Language Models.
RoboReflect: A Robotic Reflective Reasoning Framework for Grasping Ambiguous-Condition Objects LLaMA: Open and Efficient Foundation Language Models
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T20:11:32.477382Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6b901260-a2d5-4712-8790-15f41ff2662c · outbound
This paper cites Do As I Can, Not As I Say: Grounding Language in Robotic Affordances.
RoboReflect: A Robotic Reflective Reasoning Framework for Grasping Ambiguous-Condition Objects Do As I Can, Not As I Say: Grounding Language in Robotic Affordances
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T20:11:32.481683Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 660ad1ec-cfa8-4ccf-87bf-349bf0b52a25 · outbound
This paper cites Text2motion: From natural language instructions to feasible plans,.
RoboReflect: A Robotic Reflective Reasoning Framework for Grasping Ambiguous-Condition Objects Text2motion: From natural language instructions to feasible plans,
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T20:11:32.485744Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d3633b95-9960-4e58-9c57-09b710ee1313 · outbound
This paper cites Progprompt: Generating situated robot task plans using large language models,.
RoboReflect: A Robotic Reflective Reasoning Framework for Grasping Ambiguous-Condition Objects Progprompt: Generating situated robot task plans using large language models,
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T20:11:32.490110Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d19320f2-d6cb-4881-bb66-4e64adbf802a · outbound
This paper cites Code as policies: Language model programs for em- bodied control,.
RoboReflect: A Robotic Reflective Reasoning Framework for Grasping Ambiguous-Condition Objects Code as policies: Language model programs for em- bodied control,
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T20:11:32.493911Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 90962620-e20d-4580-8f0e-692eb4a43c21 · outbound
This paper cites OpenVLA: An Open-Source Vision-Language-Action Model.
RoboReflect: A Robotic Reflective Reasoning Framework for Grasping Ambiguous-Condition Objects OpenVLA: An Open-Source Vision-Language-Action Model
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T20:11:32.497525Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ff6da187-d1c0-4359-9aea-5a10f721b7dd · outbound
This paper cites 3D-VLA: A 3D Vision-Language-Action Generative World Model.
RoboReflect: A Robotic Reflective Reasoning Framework for Grasping Ambiguous-Condition Objects 3D-VLA: A 3D Vision-Language-Action Generative World Model
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T20:11:32.501631Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 134239e5-fb44-436c-a382-b566955b0ca3 · outbound
This paper cites Vision-Language Foundation Models as Effective Robot Imitators.
RoboReflect: A Robotic Reflective Reasoning Framework for Grasping Ambiguous-Condition Objects Vision-Language Foundation Models as Effective Robot Imitators
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T20:11:32.505646Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6f12b02c-8a2d-47e0-9078-699113394e8d · outbound
This paper cites Reflexion: Language Agents with Verbal Reinforcement Learning.
RoboReflect: A Robotic Reflective Reasoning Framework for Grasping Ambiguous-Condition Objects Reflexion: Language Agents with Verbal Reinforcement Learning
Reference 18
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-10T20:11:32.509290Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7e07abbb-9bf7-4a76-9573-f3c479a5e607 · outbound
This paper cites Inner Monologue: Embodied Reasoning through Planning with Language Models.
RoboReflect: A Robotic Reflective Reasoning Framework for Grasping Ambiguous-Condition Objects Inner Monologue: Embodied Reasoning through Planning with Language Models
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T20:11:32.513009Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 872ab2c7-9c5d-4984-ad5d-871b8d5187fc · outbound
This paper cites Robots That Ask For Help: Uncertainty Alignment for Large Language Model Planners.
RoboReflect: A Robotic Reflective Reasoning Framework for Grasping Ambiguous-Condition Objects Robots That Ask For Help: Uncertainty Alignment for Large Language Model Planners
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T20:11:32.516801Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ca4adfca-6a77-4eda-a5a9-ebed7a9c9f61 · outbound
This paper cites Segment anything,.
RoboReflect: A Robotic Reflective Reasoning Framework for Grasping Ambiguous-Condition Objects Segment anything,
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T20:11:32.520533Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8117603d-8855-4e46-8464-26cb53f58aaf · outbound
This paper cites Corex: Pushing the Boundaries of Complex Reasoning through Multi-Model Collaboration.
RoboReflect: A Robotic Reflective Reasoning Framework for Grasping Ambiguous-Condition Objects Corex: Pushing the Boundaries of Complex Reasoning through Multi-Model Collaboration
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T20:11:32.524175Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c24e797a-3257-4e4f-94fd-234f5053d17c · outbound
This paper cites Learning to break the loop: Analyzing and mitigating repetitions for neural text generation,.
RoboReflect: A Robotic Reflective Reasoning Framework for Grasping Ambiguous-Condition Objects Learning to break the loop: Analyzing and mitigating repetitions for neural text generation,
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:11:32.761000Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 2df2d14b-91f6-47ef-83c3-2bba46876c8b · outbound
This paper cites Judging llm-as-a-judge with mt- bench and chatbot arena,.
RoboReflect: A Robotic Reflective Reasoning Framework for Grasping Ambiguous-Condition Objects Judging llm-as-a-judge with mt- bench and chatbot arena,
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T20:11:32.750000Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Pith citing papers
No inbound Pith citation observations are available.