The Landscape of Emerging AI Agent Architectures for Reasoning, Planning, and Tool Calling: A Survey

arXiv:2404.11584v1 Announce Type: cross
Abstract: This survey paper examines the recent advancements in AI agent implementations, with a focus on their ability to achieve complex goals that require enhanced reasoning, planning, and tool execution capabilities. The primary objectives of this work are to a) communicate the current capabilities and limitations of existing AI agent implementations, b) share insights gained from our observations of these systems in action, and c) suggest important considerations for future developments in AI agent design. We …

abstract agent architectures arxiv capabilities cs.ai cs.cl focus landscape paper planning reasoning survey tool type work