Papers with control robots
Tools Fail: Detecting Silent Errors in Faulty Tools (2024.emnlp-main)
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| Challenge: | a failure in one tool can trigger a cascade of errors, leading to complete task failure. |
| Approach: | They propose a framework for tools more broadly which explores a model’s ability to detect “silent” tool errors and reflect on how to plan. |
| Outcome: | The proposed approach shows that the model can detect "silent" tool errors and plan. |