Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-29T16:45:13.493646Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-29T16:45:13.493646Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+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
16 of 16 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 3060646a-2ece-4ddb-a39e-e3119b9fcece · outbound
Darwin Mobile Agent: A Roadmap for Self-Evolution Three Dogmas of Reinforcement Learning
Reference 1
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.
Observation 280dc7c6-757c-48ca-ad13-4fa4c63226a9 · outbound
Darwin Mobile Agent: A Roadmap for Self-Evolution Qwen3-VL Technical Report
Reference 2
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.
Observation 5d2a8c84-6b9e-4cc2-b2b3-c9a62a1939fb · outbound
Darwin Mobile Agent: A Roadmap for Self-Evolution Rethinking the Foundations for Continual Reinforcement Learning
Reference 3
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.
Observation a3a22602-124b-4728-a08a-3e0fb4c6e74b · outbound
Darwin Mobile Agent: A Roadmap for Self-Evolution Group-in-Group Policy Optimization for LLM Agent Training
Reference 4
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.
Observation 5c8476f9-5863-4051-9623-c5372caab0ef · outbound
Darwin Mobile Agent: A Roadmap for Self-Evolution DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 5
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.
Observation 9ec1d9dd-9467-489b-acbf-a6365c6dda83 · outbound
Darwin Mobile Agent: A Roadmap for Self-Evolution Discovering Temporal Structure: An Overview of Hierarchical Reinforcement Learning
Reference 6
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.
Observation d8e201c3-117b-4090-b5fe-283f3fc67127 · outbound
Darwin Mobile Agent: A Roadmap for Self-Evolution Mobileuse: A gui agent with hierarchical reflection for autonomous mobile operation
Reference 7
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.
Observation be347ffd-a84f-48e2-8d4a-de28752e7655 · outbound
Darwin Mobile Agent: A Roadmap for Self-Evolution UI-TARS: Pioneering Automated GUI Interaction with Native Agents
Reference 8
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.
Observation f5c77162-a618-4134-9004-2aaef9ce0344 · outbound
Darwin Mobile Agent: A Roadmap for Self-Evolution AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents
Reference 9
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.
Observation d0266874-cae7-417f-93b1-71c5afaa6a8b · outbound
Darwin Mobile Agent: A Roadmap for Self-Evolution High-Dimensional Continuous Control Using Generalized Advantage Estimation
Reference 10
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.
Observation 2a62b823-afed-4a8e-aea8-a13b2e8900bd · outbound
Darwin Mobile Agent: A Roadmap for Self-Evolution Proximal Policy Optimization Algorithms
Reference 11
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.
Observation a7c41fbc-9999-49a8-855a-c0e3947fa652 · outbound
Darwin Mobile Agent: A Roadmap for Self-Evolution DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 12
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.
Observation 1cbed1a4-78b0-45d3-ae8a-b84ecd4394fb · outbound
Darwin Mobile Agent: A Roadmap for Self-Evolution AndroidEnv: A Reinforcement Learning Platform for Android
Reference 13
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.
Observation 5ef4343d-2acd-4c6f-97a2-475138a66fad · outbound
Darwin Mobile Agent: A Roadmap for Self-Evolution Mobile-Agent-v3: Fundamental Agents for GUI Automation
Reference 14
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.
Observation a4ff6f40-3786-418f-843a-8c308cab7649 · outbound
Darwin Mobile Agent: A Roadmap for Self-Evolution VAPO: Efficient and Reliable Reinforcement Learning for Advanced Reasoning Tasks
Reference 15
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.
Observation da879817-4dad-4c30-9bf1-fafe22d6da53 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.