Vertex AI Platform | Google Cloud
Enterprise ready, fully-managed, unified AI development platform. Access and utilize Vertex AI Studio, Agent Builder, and 200+ foundation models.
Enterprise ready, fully-managed, unified AI development platform. Access and utilize Vertex AI Studio, Agent Builder, and 200+ foundation models.
LLM agents are increasingly deployed to plan, retrieve, and write with tools, yet evaluation still leans on static benchmarks and small human studies. We present the Agent-Testing Agent (ATA), a meta-agent that combines static code analysis, designer...
Autonomous agents represent an inevitable evolution of the internet. Current agent frameworks do not embed a standard protocol for agent-to-agent interaction, leaving existing agents isolated from their peers. As intellectual property is the native a...
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手动 Agent 框架 = LLM + Tools + Workflow (2)半自动 Agent 框架 将 AI 预设为不同身份的垂直 Agent(系统提示词 + 特定工具),每个垂直 Agent 完成不同的子任务,最后通过框架将每个子任务 …
手动 Agent 框架 = LLM + Tools + Workflow (2)半自动 Agent 框架 将 AI 预设为不同身份的垂直 Agent(系统提示词 + 特定工具),每个垂直 Agent 完成不同的子任务,最后通过框架将每个子任务 …
In classic principal-agent problems such as Stackelberg games, contract design, and Bayesian persuasion, the agent best responds to the principal's committed strategy. We study repeated generalized principal-agent problems under the assumption that t...
Artificial intelligence is rapidly evolving towards multi-agent systems where numerous AI agents collaborate and interact with external tools. Two key open standards, Google's Agent to Agent (A2A) protocol for inter-agent communication and Anthropic'...
Large language model powered autonomous agents demand robust, standardized protocols to integrate tools, share contextual data, and coordinate tasks across heterogeneous systems. Ad-hoc integrations are difficult to scale, secure, and generalize acro...
This research article presents a novel architecture to empower multi-agent economies by addressing two critical limitations of the emerging Agent2Agent (A2A) communication protocol: decentralized agent discoverability and agent-to-agent micropayments...
Agent advising is one of the main approaches to improve agent learning performance by enabling agents to share advice. Existing advising methods have a common limitation that an adviser agent can offer advice to an advisee agent only if the advice is...
SWE-agent takes a GitHub issue and tries to automatically fix it, using your LM of choice. It can also be employed for offensive cybersecurity or competitive coding challenges. [NeurIPS 2024] (⭐ 18655)
手动 Agent 框架 = LLM + Tools + Workflow (2)半自动 Agent 框架 将 AI 预设为不同身份的垂直 Agent(系统提示词 + 特定工具),每个垂直 Agent 完成不同的子任务,最后通过框架将每个子任务 …
手动 Agent 框架 = LLM + Tools + Workflow (2)半自动 Agent 框架 将 AI 预设为不同身份的垂直 Agent(系统提示词 + 特定工具),每个垂直 Agent 完成不同的子任务,最后通过框架将每个子任务 …
We present XPath Agent, a production-ready XPath programming agent specifically designed for web crawling and web GUI testing. A key feature of XPath Agent is its ability to automatically generate XPath queries from a set of sampled web pages using a...
Microsoft Copilot introduces Agent Mode in Office apps, enabling smarter document creation, analysis, and collaboration across Excel, Word, and PowerPoint.
1 free agent who would fix Bills' biggest flaw heading into 2026 season The Bills need to find a go-to free agent wide receiver this offseason and there is one player who fits that description.
Nov 18, 2025 · Introducing Microsoft Agent Factory IQ for every agent. Choice for every maker. Deploy anywhere. Microsoft Agent Factory is a new program designed for organizations that want to move …
Kata Containers version 1.x agent (for version 2.x see https://github.com/kata-containers/kata-containers). Virtual Machine agent for hardware virtualized containers (⭐ 243)
How to optimally persuade an agent who has a private type? When elicitation is feasible, this amounts to a fairly standard principal-agent-style mechanism design problem, where the persuader employs a mechanism to first elicit the agent's type and th...