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Frontier Atlas
TasksMethodsBenchmarksModelsOrganizations
Frontier Atlas

Discover

Trending Papers
Latest Papers
Most GitHub Stars

Tasks

Large Language Models
Agents
Reasoning
Vision-Language Models
Multimodal Models
World Models
Image Generation
Automatic Speech Recognition
Robotics
All Tasks

Methods

Transformers
Diffusion Models
Mixture of Experts
Reinforcement Learning
Chain-of-Thought
RAG
Model Context Protocol
LoRA
RLHF
All Methods
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Frontier Atlas
TasksMethodsBenchmarksModelsOrganizations
Frontier Atlas

Discover

Trending Papers
Latest Papers
Most GitHub Stars

Tasks

Large Language Models
Agents
Reasoning
Vision-Language Models
Multimodal Models
World Models
Image Generation
Automatic Speech Recognition
Robotics
All Tasks

Methods

Transformers
Diffusion Models
Mixture of Experts
Reinforcement Learning
Chain-of-Thought
RAG
Model Context Protocol
LoRA
RLHF
All Methods
Home/Tasks/AGENTS

AGENTS

AI agents are autonomous software systems that use artificial intelligence to achieve goals and complete tasks on behalf of users, acting independently to perceive their environment, make decisions, and take actions without constant human intervention. They use advanced capabilities like reasoning, memory, planning, and learning, often leveraging large language models (LLMs) and other AI tools to interpret information and perform complex workflows across various industries. Agents is a crucial area of AI research that provides developers with powerful tools to solve complex real-world problems.

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