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Evidence record 7420 · automatically gathered

AutoAgent: Evolving Cognition and Elastic Memory Orchestration for Adaptive Agents

Autonomous agent frameworks still struggle to reconcile long-term experiential learning with real-time, context-sensitive decision-making. In practice, this gap appears as static cognition, rigid workflow dependence, and inefficient context usage, which jointly limit adaptability in open-ended and non-stationary environments. To address these limitations, we present AutoAgent, a self-evolving multi-agent framework built on three tightly coupled components: evolving cognition, on-the-fly contextu

Record details

Published: 10 March 2026
Source: arXiv
Category: Research
Topics: Agents & autonomy · Environment
Retrieved: 14 July 2026

source-onlyevidence status

These records share source-supplied organisations, an exact publisher byline, automatic topics or regions. The reason is shown on every link; related does not mean supporting, agreeing with or verifying this record.

Shared topic: Agents & autonomy · Shared topic: Environment

CUAAudit: Meta-Evaluation of Vision-Language Models as Auditors of Autonomous Computer-Use Agents

arXiv · 11 March 2026

Shared topic: Agents & autonomy · Shared topic: Environment

SBOMs into Agentic AIBOMs: Schema Extensions, Agentic Orchestration, and Reproducibility Evaluation

arXiv · 9 March 2026

Shared topic: Agents & autonomy · Shared topic: Environment

Scale-Plan: Scalable Language-Enabled Task Planning for Heterogeneous Multi-Robot Teams

arXiv · 9 March 2026

Shared topic: Agents & autonomy · Shared topic: Environment

SAIL: Test-Time Scaling for In-Context Imitation Learning with VLM

arXiv · 9 March 2026

Shared topic: Agents & autonomy · Shared topic: Environment

Security Considerations for Artificial Intelligence Agents

arXiv · 12 March 2026

Shared topic: Agents & autonomy · Shared topic: Environment

AutoControl Arena: Synthesizing Executable Test Environments for Frontier AI Risk Evaluation

arXiv · 8 March 2026

How to cite this record

ethics.ai (10 March 2026), “AutoAgent: Evolving Cognition and Elastic Memory Orchestration for Adaptive Agents,” evidence record 7420, https://ethics.ai/record/7420 (originally published by arXiv).

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