Across 204 runs of three agent frameworks on 34 tasks, only about half are successful, and failures fall into planning, execution, and response-generation categories.
Solving challenging math word problems using gpt-4 code interpreter with code-based self-verification,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.AI 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
Exploring Autonomous Agents: A Closer Look at Why They Fail When Completing Tasks
Across 204 runs of three agent frameworks on 34 tasks, only about half are successful, and failures fall into planning, execution, and response-generation categories.