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| title: README | |
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| <p align="center"> | |
| <img src="https://raw.githubusercontent.com/mempabench/mempabench/45dea87/docs/assets/hero.gif" width="720" alt="A robot agent holds its notebook about the user, where "Orders: just do it, don't ask" is circled in red, yet it raises a sign asking "Shall I proceed?". The user, shopping on a phone, face-palms and says "Just do it!""> | |
| </p> | |
| **Can personal agents keep up with your interaction habits across contexts and over time?** MemPABench tests whether an agent's memory lets it learn when each user wants it to ask, confirm, or just act. | |
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| | Paper | [arXiv:2610.30485](https://arxiv.org/abs/2610.30485) | | |
| | Code | [github.com/mempabench/mempabench](https://github.com/mempabench/mempabench) | | |
| | Website | [mempabench.com](https://mempabench.com) | | |
| | The four simulated users | [mempabench-personas](https://huggingface.co/datasets/mempabench/mempabench-personas) | | |
| | The paper's runs | [mempabench-traces](https://huggingface.co/datasets/mempabench/mempabench-traces) | | |