Research Monitoring Keywords

PurposeZweck

Curated search terms for weekly arXiv scans. 3 tiers: Primary (weekly), Secondary (monthly), Negative (exclude). Last updated: 2026-03-19.Kuratierte Suchbegriffe für wöchentliche arXiv-Scans. 3 Stufen: Primär (wöchentlich), Sekundär (monatlich), Negativ (ausschließen). Letztes Update: 2026-03-19.

Search terms for regular paper tracking. Goal: weekly arXiv scan.

Suchbegriffe für regelmäßiges Paper-Tracking. Ziel: Wöchentlicher arXiv-Scan.

Primäre Keywords (wöchentlich prüfen)

English

| Query | arXiv Categories | Expected Hits/Week | |——-|—————–|————————| | self-evolving AND agents AND LLM | cs.AI, cs.MA, cs.CL | 3-5 | | quality-diversity AND agents | cs.AI, cs.NE, cs.LG | 1-2 | | evolving AND agentic AND workflows | cs.AI, cs.SE, cs.MA | 2-3 | | multi-agent AND evolution AND LLM | cs.MA, cs.AI | 2-4 | | evolvability AND neural | cs.NE, cs.LG | 0-1 |

Englisch

| Query | arXiv-Kategorien | Erwartete Treffer/Woche | |——-|—————–|————————| | self-evolving AND agents AND LLM | cs.AI, cs.MA, cs.CL | 3-5 | | quality-diversity AND agents | cs.AI, cs.NE, cs.LG | 1-2 | | evolving AND agentic AND workflows | cs.AI, cs.SE, cs.MA | 2-3 | | multi-agent AND evolution AND LLM | cs.MA, cs.AI | 2-4 | | evolvability AND neural | cs.NE, cs.LG | 0-1 |

Chinese (monthly, manual via WebSearch)

| Query | Platforms | |——-|———–| | 自进化 智能体 大模型 | Zhihu, CNKI, ChinaXiv | | 多智能体 进化 协作 | Zhihu, Baidu Scholar | | 质量多样性 进化算法 智能体 | Baidu Scholar | | 工作流进化 大语言模型 | arXiv, Baidu Scholar | | 智能体 协同进化 奖励 | arXiv (CoMAS-related) |

Japanese (quarterly)

| Query | Platforms | |——-|———–| | 進化的エージェント LLM | arXiv, CiNii, J-STAGE | | マルチエージェント 進化 協調 | arXiv, CiNii |

Chinesisch (monatlich, manuell via WebSearch)

| Query | Plattformen | |——-|———–| | 自进化 智能体 大模型 | Zhihu, CNKI, ChinaXiv | | 多智能体 进化 协作 | Zhihu, Baidu Scholar | | 质量多样性 进化算法 智能体 | Baidu Scholar | | 工作流进化 大语言模型 | arXiv, Baidu Scholar | | 智能体 协同进化 奖励 | arXiv (CoMAS-verwandt) |

Japanisch (quartalsweise)

| Query | Plattformen | |——-|———–| | 進化的エージェント LLM | arXiv, CiNii, J-STAGE | | マルチエージェント 進化 協調 | arXiv, CiNii |

Sekundäre Keywords (monatlich)

Query	Why
MAP-Elites AND LLM	QD algorithms for agent systems
niching AND evolutionary AND workflow	EvoFlow successor
meta context engineering	MCE evolution
error threshold AND agent	Our own thesis
collaboration gain metric	MAS evaluation progress
Darwin Godel Machine	Clune’s new direction
MemEvolve OR memory evolution agent	Memory as heredity mechanism
co-evolving multi-agent	CoMAS follow-ups

Query	Warum
MAP-Elites AND LLM	QD-Algorithmen für Agent-Systeme
niching AND evolutionary AND workflow	EvoFlow-Nachfolger
meta context engineering	MCE-Weiterentwicklung
error threshold AND agent	Unsere eigene These
collaboration gain metric	MAS-Evaluationsfortschritt
Darwin Godel Machine	Clunes neue Richtung
MemEvolve OR memory evolution agent	Memory als Vererbungsmechanismus
co-evolving multi-agent	CoMAS-Nachfolger

Autoren-Tracking

Author	Field	Why Relevant
Martin A. Nowak	Evolutionary Dynamics	Fundamental theory
Jeff Clune	AI + Evolution	Evolvability ES, QD
Kenneth O. Stanley	Open-endedness	Novelty Search, QD
Joel Lehman	AI Safety + Evolution	Evolvability ES
Jean-Baptiste Mouret	QD Algorithms	MAP-Elites
Guibin Zhang	Agent Workflows	EvoFlow
Zaiqiao Meng	Agent Evolution	EvoAgentX
Haoran Ye	Context Engineering	MCE
Jenny Zhang	Open-ended Evolution	Darwin Gödel Machine
Robert Lange	Evolutionary AI	Darwin Gödel Machine

Autor	Feld	Warum relevant
Martin A. Nowak	Evolutionary Dynamics	Fundamentaltheorie
Jeff Clune	AI + Evolution	Evolvability ES, QD, Darwin Gödel Machine
Kenneth O. Stanley	Open-endedness	Novelty Search, QD
Joel Lehman	AI Safety + Evolution	Evolvability ES
Jean-Baptiste Mouret	QD Algorithms	MAP-Elites
Guibin Zhang	Agent Workflows	EvoFlow
Zaiqiao Meng	Agent Evolution	EvoAgentX
Haoran Ye	Context Engineering	MCE
Jenny Zhang	Open-ended Evolution	Darwin Gödel Machine
Robert Lange	Evolutionary AI	Darwin Gödel Machine

arXiv-API-Queries (Copy-Paste-Ready)

# Self-Evolving Agents (last 7 days)
https://export.arxiv.org/api/query?search_query=all:self-evolving+AND+all:agents+AND+all:LLM&sortBy=submittedDate&sortOrder=descending&max_results=10

# Quality-Diversity + Agents
https://export.arxiv.org/api/query?search_query=all:quality-diversity+AND+all:agents&sortBy=submittedDate&sortOrder=descending&max_results=10

# Evolving Workflows
https://export.arxiv.org/api/query?search_query=all:evolving+AND+all:agentic+AND+all:workflows&sortBy=submittedDate&sortOrder=descending&max_results=10

# Multi-Agent Evolution
https://export.arxiv.org/api/query?search_query=all:multi-agent+AND+all:evolution+AND+all:LLM&sortBy=submittedDate&sortOrder=descending&max_results=10

# Self-Evolving Agents (letzte 7 Tage)
https://export.arxiv.org/api/query?search_query=all:self-evolving+AND+all:agents+AND+all:LLM&sortBy=submittedDate&sortOrder=descending&max_results=10

# Quality-Diversity + Agents
https://export.arxiv.org/api/query?search_query=all:quality-diversity+AND+all:agents&sortBy=submittedDate&sortOrder=descending&max_results=10

# Evolving Workflows
https://export.arxiv.org/api/query?search_query=all:evolving+AND+all:agentic+AND+all:workflows&sortBy=submittedDate&sortOrder=descending&max_results=10

# Multi-Agent Evolution
https://export.arxiv.org/api/query?search_query=all:multi-agent+AND+all:evolution+AND+all:LLM&sortBy=submittedDate&sortOrder=descending&max_results=10

Monitoring-Rhythmus

Frequency	What	How
Weekly	arXiv EN keywords	arXiv API queries above
Monthly	CJK keywords + author check	WebSearch manually
Quarterly	Awesome list re-check	WebFetch on GitHub

Frequenz	Was	Wie
Wöchentlich	arXiv EN-Keywords	arXiv API Queries oben
Monatlich	CJK-Keywords + Autoren-Check	WebSearch manuell
Quartalsweise	Awesome-Liste re-check	WebFetch auf GitHub