NAVIGATION
Definition

Autonomous Agent

An Autonomous Agent is an AI system designed to operate independently to achieve specific, high-level objectives. It constructs its own sub-tasks, plans sequences of actions, invokes external tools, inspects intermediate results, and corrects mistakes without user guidance.

Frequently Asked Questions

What is the role of memory in an autonomous agent?

It retains goals, tracks completed sub-tasks, and stores tool results so the agent remembers what it has done across long-horizon actions.

What makes an agent truly autonomous?

Its ability to evaluate failures and adapt its plan dynamically without throwing an error and asking the user for the next instruction.

Quick Facts

  • CategoryAgentic Systems
  • Key ApplicationAutonomous coding assistants, robotic process automation, and auto-navigating web agents.

Coverage Trend12 Weeks

12w agoToday

Autonomous Agent Media Coverage & Intelligence

arXiv AIJun 19, 2026

Deontic Policies for Runtime Governance of Agentic AI Systems

Autonomous agentic AI systems driven by Large Language Models (LLMs) introduce a new class of security, privacy, and compliance challenges: an agent that can in

arXiv AIJun 18, 2026

Generative-Model Predictive Planning for Navigation in Partially Observable Environments

Navigation in partially observable environments presents a significant challenge for autonomous agents, requiring effective decision-making with limited sensory

AWS ML BlogJun 17, 2026

Get back hours every day with autonomous agents in Amazon Quick

Today, Quick gets even more powerful: new autonomous agents that work continuously on your behalf, an activity feed that helps you prioritize your most importan

HPE expands Private Cloud AI factory portfolio to support next-gen autonomous agents
SiliconANGLEJun 16, 2026

HPE expands Private Cloud AI factory portfolio to support next-gen autonomous agents

Hewlett Packard Enterprise Co. today unveiled a massive expansion of its artificial intelligence infrastructure for private cloud deployments, enhancing its portfolio with Nvidia Corp.'s new Vera chips and tools for developers. The new offerings are meant to provide enterprises with everything they

Glean's AI platform leverages enterprise data to power models and agents
SiliconANGLEJun 16, 2026

Glean's AI platform leverages enterprise data to power models and agents

Glean Technologies Inc.'s roots are in enterprise search, which has provided the company with a useful springboard to become one of the leading developers of enterprise-grade autonomous agents and AI-powered business solutions. The company's ability to help businesses create "horizontal" AI agents t

arXiv AIJun 10, 2026

Less Context, Better Agents: Efficient Context Engineering for Long-Horizon Tool-Using LLM Agents

Large language models deployed as autonomous agents for enterprise workflows face a key challenge: verbose tool responses from enterprise systems can cause cont

arXiv AIJun 5, 2026

The Saturation Trap and the Subjectivity of Intervention Timing: Why Affect-Based Triggers and LLM Judges Fail to Time Interventions on Autonomous Agents

As autonomous AI agents move from conversational systems to long-horizon software execution, runtime safety laye

arXiv AIJun 5, 2026

The Meta-Agent Challenge: Are Current Agents Capable of Autonomous Agent Development?

Current AI benchmarks evaluate agents on task execution within human-designed workflows. These evaluations funda