WebArena: A Realistic Web Environment for Building Autonomous Agents

Shuyan Zhou (CMU), Frank F. Xu (CMU)

Abstract

We present WebArena, a standalone, self-hostable web environment for building autonomous agents. WebArena includes realistic web applications with functional tools, user interfaces, and data.

Key Contributions

→Realistic web benchmark for agents
→Self-hostable evaluation environment
→Functional web application simulation

Topics

web agentsbenchmarkrealistic environmentautonomous agents

Relevance Scores

Long-Horizon Score88

Enterprise Score82

Completeness82

Paper Info

Year2023

VenueICLR 2024

Typebenchmark

ChapterCh. 1

Authors2

Frameworks

PASF