Pith. sign in

Paper Citation Record · LEDGER

Darwin Mobile Agent: A Roadmap for Self-Evolution

As of 5 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 0 inbound Pith citation observations for arXiv:2606.20622.

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

pith.paper-citation-record.v1
2606.20622 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-29T16:45:13.493646Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+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

16 of 16 outbound references displayed

  • verified exact12
  • verified fuzzy0
  • unresolved1
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3060646a-2ece-4ddb-a39e-e3119b9fcece · outbound

This paper cites Three Dogmas of Reinforcement Learning.

Darwin Mobile Agent: A Roadmap for Self-Evolution Three Dogmas of Reinforcement Learning

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-06-29T16:53:41.373968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-29T16:45:13.493646Z digest=sha256:eba719b73ee0a015804ed2b3a2bfd8513031aca5fac7e7a35bfc39ab0d93414f

Observation 280dc7c6-757c-48ca-ad13-4fa4c63226a9 · outbound

This paper cites Qwen3-VL Technical Report.

Darwin Mobile Agent: A Roadmap for Self-Evolution Qwen3-VL Technical Report

Reference 2

Resolution
metadata mismatch
local_arxiv, observed 2026-06-29T16:53:41.371114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-29T16:45:13.493646Z digest=sha256:ade19fdcb007ebe48636dc5bd6b4e5dced29abae4d08c75215779caa36e4a16e

Observation 5d2a8c84-6b9e-4cc2-b2b3-c9a62a1939fb · outbound

This paper cites Rethinking the Foundations for Continual Reinforcement Learning.

Darwin Mobile Agent: A Roadmap for Self-Evolution Rethinking the Foundations for Continual Reinforcement Learning

Reference 3

Resolution
metadata mismatch
arxiv_id, observed 2026-06-29T16:53:41.353461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-29T16:45:13.493646Z digest=sha256:538493e2a62393775acc5e5f22c17ce1efd78b77e4599ee95cb2adf39b0e0074

Observation a3a22602-124b-4728-a08a-3e0fb4c6e74b · outbound

This paper cites Group-in-Group Policy Optimization for LLM Agent Training.

Darwin Mobile Agent: A Roadmap for Self-Evolution Group-in-Group Policy Optimization for LLM Agent Training

Reference 4

Resolution
verified exact
local_arxiv, observed 2026-06-29T16:53:41.349626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-29T16:45:13.493646Z digest=sha256:99809bddd88d3b5947cc14eb8d045ccb5793797daba7f9f3b70c2cbab5a76d34

Observation 5c8476f9-5863-4051-9623-c5372caab0ef · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Darwin Mobile Agent: A Roadmap for Self-Evolution DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-06-29T16:53:41.344238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-29T16:45:13.493646Z digest=sha256:1fd15b0b4cfc2bcee97f351d5e916cf8cf6207171ea1106f9663a4bf8654a71b

Observation 9ec1d9dd-9467-489b-acbf-a6365c6dda83 · outbound

This paper cites Discovering Temporal Structure: An Overview of Hierarchical Reinforcement Learning.

Darwin Mobile Agent: A Roadmap for Self-Evolution Discovering Temporal Structure: An Overview of Hierarchical Reinforcement Learning

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-06-29T16:53:41.347154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-29T16:45:13.493646Z digest=sha256:1b46af31be08f45e91a031dcfe2bc96af8e6722e40d15921ec29cfc6ab402329

Observation d8e201c3-117b-4090-b5fe-283f3fc67127 · outbound

This paper cites Mobileuse: A gui agent with hierarchical reflection for autonomous mobile operation.

Darwin Mobile Agent: A Roadmap for Self-Evolution Mobileuse: A gui agent with hierarchical reflection for autonomous mobile operation

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-06-29T16:53:41.358274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-29T16:45:13.493646Z digest=sha256:c37d7cb9057eb28e762af75b050164434d8fa69432f3b62b373e165001db546c

Observation be347ffd-a84f-48e2-8d4a-de28752e7655 · outbound

This paper cites UI-TARS: Pioneering Automated GUI Interaction with Native Agents.

Darwin Mobile Agent: A Roadmap for Self-Evolution UI-TARS: Pioneering Automated GUI Interaction with Native Agents

Reference 8

Resolution
verified exact
local_arxiv, observed 2026-06-29T16:53:41.365564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-29T16:45:13.493646Z digest=sha256:ea0949437452cbda42411ff036de63dba0dedbf315ae89fce59c5b2e057f2d62

Observation f5c77162-a618-4134-9004-2aaef9ce0344 · outbound

This paper cites AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents.

Darwin Mobile Agent: A Roadmap for Self-Evolution AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents

Reference 9

Resolution
verified exact
local_arxiv, observed 2026-06-29T16:53:41.358228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-29T16:45:13.493646Z digest=sha256:11b99b5a8e6428732b51b07c686bd045adedb625326f31351cc89151e44d6428

Observation d0266874-cae7-417f-93b1-71c5afaa6a8b · outbound

This paper cites High-Dimensional Continuous Control Using Generalized Advantage Estimation.

Darwin Mobile Agent: A Roadmap for Self-Evolution High-Dimensional Continuous Control Using Generalized Advantage Estimation

Reference 10

Resolution
verified exact
local_arxiv, observed 2026-06-29T16:53:41.335917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-29T16:45:13.493646Z digest=sha256:7e76bb7d5f21cb8f3622f7a6268212f8d8cc7b17300b7f193853c353c9875014

Observation 2a62b823-afed-4a8e-aea8-a13b2e8900bd · outbound

This paper cites Proximal Policy Optimization Algorithms.

Darwin Mobile Agent: A Roadmap for Self-Evolution Proximal Policy Optimization Algorithms

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-06-29T16:53:41.363107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-29T16:45:13.493646Z digest=sha256:f97f387f5ff3b495174e1d65b96995f4c091de664c3b1b504859db89180a8120

Observation a7c41fbc-9999-49a8-855a-c0e3947fa652 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Darwin Mobile Agent: A Roadmap for Self-Evolution DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 12

Resolution
verified exact
local_arxiv, observed 2026-06-29T16:53:41.360710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-29T16:45:13.493646Z digest=sha256:4c848bc6d84a609720c987ec35cc71d01743106889bb58ae4506cb039d891387

Observation 1cbed1a4-78b0-45d3-ae8a-b84ecd4394fb · outbound

This paper cites AndroidEnv: A Reinforcement Learning Platform for Android.

Darwin Mobile Agent: A Roadmap for Self-Evolution AndroidEnv: A Reinforcement Learning Platform for Android

Reference 13

Resolution
metadata mismatch
arxiv_id, observed 2026-06-29T16:53:41.341655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-29T16:45:13.493646Z digest=sha256:a451aab13686e6c39e4b7468172f256db55b88dbdfba7bddcd1a6ca0618715cb

Observation 5ef4343d-2acd-4c6f-97a2-475138a66fad · outbound

This paper cites Mobile-Agent-v3: Fundamental Agents for GUI Automation.

Darwin Mobile Agent: A Roadmap for Self-Evolution Mobile-Agent-v3: Fundamental Agents for GUI Automation

Reference 14

Resolution
verified exact
local_arxiv, observed 2026-06-29T16:53:41.368147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-29T16:45:13.493646Z digest=sha256:adbface659ee99d1a56d999afea95a59c2c494d726d5bab765fd360482a32c76

Observation a4ff6f40-3786-418f-843a-8c308cab7649 · outbound

This paper cites VAPO: Efficient and Reliable Reinforcement Learning for Advanced Reasoning Tasks.

Darwin Mobile Agent: A Roadmap for Self-Evolution VAPO: Efficient and Reliable Reinforcement Learning for Advanced Reasoning Tasks

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-06-29T16:53:41.338515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-29T16:45:13.493646Z digest=sha256:f0581e2c0d2be2289e5d747a8a850a046a2beb6c669dbda428cb93c133e4d9bd

Observation da879817-4dad-4c30-9bf1-fafe22d6da53 · outbound

This paper cites e-commerce, social, utilities) derived from production applications with visually dynamic interfaces and naturally occurring UI variations.

Darwin Mobile Agent: A Roadmap for Self-Evolution e-commerce, social, utilities) derived from production applications with visually dynamic interfaces and naturally occurring UI variations

Reference 16

Resolution
unresolved
no resolver link, observed 2026-06-29T16:45:13.493646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T16:45:13.493646Z digest=sha256:1fbc742710aa5cb45b7ec019eb7302bbccb7d63f42b30ed44815670fa9f39bee

Pith citing papers

No inbound Pith citation observations are available.