🧪 Test?View on arXiv
Cleaning an Agent's History Hurts When the World Still Holds the Error
Unknown
error correctionagent performancehistory editing
2611.14654
Builder Relevance
19h ago70%
Abstract
The paper investigates how editing an agent's history of mistakes affects its performance when the world still contains those errors.
Reality Card
Core Claim
Editing an agent's history can worsen its performance if the world still retains the original error, demonstrating that the context of the world significantly influences the effectiveness of history edits.
Method / Result
The addition of a truthful note raised recovery from 51% to 66%, while a completed action decreased it from 50% to 44%.
Limitations
The study's findings may vary significantly based on the specific context of the world and the nature of the edits made to the history.
Paper to code
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