Course Websites

CS 598 JY2 - Topics in LLM Agents

Last offered Spring 2025

Official Description

Subject offerings of new and developing areas of knowledge in computer science intended to augment the existing curriculum. See Class Schedule or departmental course information for topics and prerequisites. Course Information: May be repeated in the same or separate terms if topics vary.

Section Description

This course offers an in-depth exploration of the fascinating field of LLM agents. Designed as a seminar-style course, it guides students through the fundamental methods that power LLM agents and examines their practical applications in real-world contexts. We begin with an introduction to the core concepts of LLM agents, then delve into the latest research on building agents, covering topics such as memory, planning, reasoning, and more. We will also explore the interface between LLM agents and their environments, including areas like retrieval-augmented generation and tool learning. Finally, we will examine impactful applications of LLM agents, with ample opportunities for collaborative brainstorming sessions. The course is structured around reading cutting-edge research papers, student-led presentations, interactive discussions, and collaborative semester-long projects. This approach aims to foster a deep understanding of latest LLM agent research and equip students with skills to c

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Schedule and Instructors

TitleSectionCRNTypeHoursTimesDaysLocationInstructor
Topics in LLM AgentsJY268136S141530 - 1645 T R  1304 Siebel Center for Comp Sci Jiaxuan You