Paper Citation Record · LEDGER

Evolvable Embodied Agent for Robotic Manipulation via Long Short-Term Reflection and Optimization

As of 4 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2604.13533.

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

pith.paper-citation-record.v1
2604.13533 v2

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T13:04:48.932945Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-03T06:30:56.289259+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

28 of 28 outbound references displayed

verified exact6
verified fuzzy22
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1e2d7831-8bc3-46b2-9209-c3d7a97e5e03 · outbound

This paper cites An overview of calibration technology of industrial robots.

Evolvable Embodied Agent for Robotic Manipulation via Long Short-Term Reflection and Optimization An overview of calibration technology of industrial robots

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T01:42:56.813335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 2507a5c6-9465-4372-a5c8-df971ca0e9a6 · outbound

This paper cites A survey of robots in healthcare.

Evolvable Embodied Agent for Robotic Manipulation via Long Short-Term Reflection and Optimization A survey of robots in healthcare

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T01:42:56.817642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 5f4f367c-a9d7-4d23-a03d-ad0d2a05f31c · outbound

This paper cites Sim-to-real transfer in deep reinforcement learning for robotics: a survey.

Evolvable Embodied Agent for Robotic Manipulation via Long Short-Term Reflection and Optimization Sim-to-real transfer in deep reinforcement learning for robotics: a survey

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T01:42:56.905448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 4d376eba-0bba-4d7f-b7a9-d076dc1782a4 · outbound

This paper cites Scaling up multi-task robotic reinforcement learning.

Evolvable Embodied Agent for Robotic Manipulation via Long Short-Term Reflection and Optimization Scaling up multi-task robotic reinforcement learning

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T01:42:56.885786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 1a2195b0-4763-477c-9303-e8fbbd522480 · outbound

This paper cites GPT-4 Technical Report.

Evolvable Embodied Agent for Robotic Manipulation via Long Short-Term Reflection and Optimization GPT-4 Technical Report

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-05-10T13:05:24.473993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 34a88e72-5cc4-48b2-9d69-82a6397cf87c · outbound

This paper cites Mathematical capabilities of chatgpt.

Evolvable Embodied Agent for Robotic Manipulation via Long Short-Term Reflection and Optimization Mathematical capabilities of chatgpt

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T01:42:56.808878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation d8f9aa90-b92b-4f81-8b3f-e0ff2aa7fe9b · outbound

This paper cites How well do Large Language Models perform in Arithmetic tasks?.

Evolvable Embodied Agent for Robotic Manipulation via Long Short-Term Reflection and Optimization How well do Large Language Models perform in Arithmetic tasks?

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-10T13:05:24.471866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation c6e27e84-7ed2-4a08-9825-ae4bf4d4e17a · outbound

This paper cites Embodiedgpt: Vision-language pre-training via embodied chain of thought.

Evolvable Embodied Agent for Robotic Manipulation via Long Short-Term Reflection and Optimization Embodiedgpt: Vision-language pre-training via embodied chain of thought

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T01:42:56.909834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation f443f851-39c6-4638-ae1c-a27d6bd53cc1 · outbound

This paper cites Code as policies: Language model programs for embodied control.

Evolvable Embodied Agent for Robotic Manipulation via Long Short-Term Reflection and Optimization Code as policies: Language model programs for embodied control

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T01:42:56.917130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation f1ee413f-5b47-4e1a-97e7-ab25ce2cabd6 · outbound

This paper cites A large vision- language model based environment perception system for visually im- paired people.

Evolvable Embodied Agent for Robotic Manipulation via Long Short-Term Reflection and Optimization A large vision- language model based environment perception system for visually im- paired people

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T01:42:56.894604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 574813d2-29c9-4110-8ee5-58772ed5ce9b · outbound

This paper cites Vlaser: Vision-language-action model with synergistic embodied reasoning.

Evolvable Embodied Agent for Robotic Manipulation via Long Short-Term Reflection and Optimization Vlaser: Vision-language-action model with synergistic embodied reasoning

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T01:42:56.890361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 16293b7c-7961-4532-ab0c-086353e76536 · outbound

This paper cites A comprehensive survey of continual learning: theory, method and application.

Evolvable Embodied Agent for Robotic Manipulation via Long Short-Term Reflection and Optimization A comprehensive survey of continual learning: theory, method and application

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T01:42:56.899896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation eb7025d6-21c5-4d93-bb99-764519be5b19 · outbound

This paper cites Decision transformer: Reinforcement learning via sequence modeling.

Evolvable Embodied Agent for Robotic Manipulation via Long Short-Term Reflection and Optimization Decision transformer: Reinforcement learning via sequence modeling

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T01:42:56.922842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 44182599-fe51-44fe-96ae-1dbe27180d5f · outbound

This paper cites Retrieval- augmented generation for knowledge-intensive nlp tasks.

Evolvable Embodied Agent for Robotic Manipulation via Long Short-Term Reflection and Optimization Retrieval- augmented generation for knowledge-intensive nlp tasks

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T01:42:56.875212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 5a500ded-56bd-4236-8ffd-a245e5acdf5d · outbound

This paper cites Retrieval-augmented embodied agents.

Evolvable Embodied Agent for Robotic Manipulation via Long Short-Term Reflection and Optimization Retrieval-augmented embodied agents

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T01:42:56.863651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation b78d046a-0ebd-47ab-ae56-71d0e3d12a5a · outbound

This paper cites Clin: A continually learning language agent for rapid task adaptation and generalization.

Evolvable Embodied Agent for Robotic Manipulation via Long Short-Term Reflection and Optimization Clin: A continually learning language agent for rapid task adaptation and generalization

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T01:42:56.868898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 020c5b97-86a7-475f-9870-7ed062e9e2b5 · outbound

This paper cites Re- flexion: Language agents with verbal reinforcement learning.

Evolvable Embodied Agent for Robotic Manipulation via Long Short-Term Reflection and Optimization Re- flexion: Language agents with verbal reinforcement learning

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T01:42:56.880722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 7a2311d6-f0e1-43fa-a1bd-6d268ae35414 · outbound

This paper cites Context-aware planning and environment-aware memory for instruction following embodied agents.

Evolvable Embodied Agent for Robotic Manipulation via Long Short-Term Reflection and Optimization Context-aware planning and environment-aware memory for instruction following embodied agents

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T01:42:56.853216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 995f3c54-2c1d-45fa-a8e2-970b786bc6ab · outbound

This paper cites Instruct2Act: Mapping Multi-modality Instructions to Robotic Actions with Large Language Model.

Evolvable Embodied Agent for Robotic Manipulation via Long Short-Term Reflection and Optimization Instruct2Act: Mapping Multi-modality Instructions to Robotic Actions with Large Language Model

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-10T13:05:24.469130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 4ce8d16b-7d83-4893-9c86-b4cd94692ae9 · outbound

This paper cites Vima: General robot manipulation with multimodal prompts.

Evolvable Embodied Agent for Robotic Manipulation via Long Short-Term Reflection and Optimization Vima: General robot manipulation with multimodal prompts

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T01:42:56.857960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 779e1418-1223-464e-8162-1cba3aa4fc82 · outbound

This paper cites Large VLM-based Vision-Language-Action Models for Robotic Manipulation: A Survey.

Evolvable Embodied Agent for Robotic Manipulation via Long Short-Term Reflection and Optimization Large VLM-based Vision-Language-Action Models for Robotic Manipulation: A Survey

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-17T20:28:16.822386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 029ec418-17ae-44a3-bfd1-851482cbe62f · outbound

This paper cites Segment anything.

Evolvable Embodied Agent for Robotic Manipulation via Long Short-Term Reflection and Optimization Segment anything

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T01:42:56.835057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation d9b61ed9-42d0-4e29-a46c-a0e63de9546f · outbound

This paper cites Flamingo: a visual language model for few-shot learning.

Evolvable Embodied Agent for Robotic Manipulation via Long Short-Term Reflection and Optimization Flamingo: a visual language model for few-shot learning

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T01:42:56.823784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation d8923641-9f6d-420f-a143-4424e40ae0bd · outbound

This paper cites Self-consistency improves chain of thought reasoning in language models.

Evolvable Embodied Agent for Robotic Manipulation via Long Short-Term Reflection and Optimization Self-consistency improves chain of thought reasoning in language models

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T01:42:56.829625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 4dc9c29a-16dd-4f0c-89fa-c22b014915d4 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models.

Evolvable Embodied Agent for Robotic Manipulation via Long Short-Term Reflection and Optimization Chain-of-thought prompting elicits reasoning in large language models

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T01:42:56.839871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 0a0914d2-4ad8-4da9-81b2-4e7ea703a386 · outbound

This paper cites Dualvla: Building a generalizable embodied agent via partial decoupling of reasoning and action.

Evolvable Embodied Agent for Robotic Manipulation via Long Short-Term Reflection and Optimization Dualvla: Building a generalizable embodied agent via partial decoupling of reasoning and action

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-10T13:05:24.479176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 06c6f4cd-0c92-4a92-90f6-5aa9e8446051 · outbound

This paper cites Reflection-Based Task Adaptation for Self-Improving VLA.

Evolvable Embodied Agent for Robotic Manipulation via Long Short-Term Reflection and Optimization Reflection-Based Task Adaptation for Self-Improving VLA

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-05-10T13:05:24.482012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation bea0b90f-bee2-4a26-9d73-51da3883e3ea · outbound

This paper cites A generalist agent.

Evolvable Embodied Agent for Robotic Manipulation via Long Short-Term Reflection and Optimization A generalist agent

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T01:42:56.849188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Pith citing papers

No inbound Pith citation observations are available.