AgentBench: Evaluating LLMs as Agents

Evaluating Large Language Models (LLMs) as agents in interactive environments, highlighting the performance gap between API-based and open-source models, and introducing the AgentBench benchmark.

arxiv.org

added by Darren LI · updated 1y ago

LLM Powered Autonomous Agents
by Lilian Weng
lilianweng.github.io
1 highlight
Darren LI and added
An LLM’s abilities are amplified when combined using emerging agent frameworks like BabyAGI, AutoGPT and ChatArena. These frameworks break down workflows into a series of discrete roles each handled by AI agents, which are given a defined objective and work together to automate a complex task.

Initially, this will take the form of human-AI collabora... See more
from LLM agents: the next platform shift in B2B software by Chris Rainville
Nicolay Gerold added
A Survey on Large Language Model based Autonomous Agents
A comprehensive survey on large language model (LLM)-based autonomous agents, including their architecture design, application domains, and evaluation strategies.
by Chen Ma
arxiv.org
Darren LI added

LLM Powered Autonomous Agents

from LLM agents: the next platform shift in B2B software by Chris Rainville

A Survey on Large Language Model based Autonomous Agents