Agents in the Large: Perception-Centered Architecture for Persistent Agents
Cognitive language agents have achieved substantial progress by equipping language models with memory, tools, and decision-making procedures, enabling agents to reason and act in interactive environments. Existing frameworks largely cast these agents as systems for solving user-specified, bounded tasks. An increasingly important goal is for language agents to provide persistent assistance in long-lived settings where user needs, context, and service procedures persist and change, and to remain useful across the broad range of tasks that arise over time. Yet we still lack a framework to charact
Lineage graph
Paper → model → repo connections mined from source citations (Tier-1 exact match).
Why these links exist
Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.
- FuzzySimilar title/name (fuzzy) · 87%NirDiamant/GenAI_Agents →
“Fuzzy title match (0.94): “Agents in the Large: Perception-Centered Architecture for Pe” ≈ “NirDiamant/GenAI_Agents””
- FuzzySimilar title/name (fuzzy) · 84%Unity-Technologies/ml-agents →
“Fuzzy title match (0.92): “Agents in the Large: Perception-Centered Architecture for Pe” ≈ “Unity-Technologies/ml-agents””
- FuzzyOverlapping authors or contributors · 62%Zeyi-Lin/HivisionIDPhotos →
“Shared author/contributor keys: lin”
- FuzzyOverlapping authors or contributors · 62%modular/modular →
“Shared author/contributor keys: liu”
- FuzzyOverlapping authors or contributors · 62%mudler/LocalAI →
“Shared author/contributor keys: guo”
- LinkedLinked via arxiv author · 85%Shihan Dou →
“Agents in the Large: Perception-Centered Architecture for Persistent Agents”
- LinkedLinked via arxiv author · 85%Haoxiang Jia →
“Agents in the Large: Perception-Centered Architecture for Persistent Agents”
- LinkedLinked via arxiv author · 85%Shichun Liu →
“Agents in the Large: Perception-Centered Architecture for Persistent Agents”