From 52534375865dc41c86e65aa408902d108e8a21e5 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E9=92=B1=E5=BF=B1?= Date: Thu, 9 May 2024 20:59:15 +0800 Subject: [PATCH] Iterative Experience Refinement --- README.md | 15 ++++++++++++++- misc/ier.png | Bin 0 -> 202628 bytes 2 files changed, 14 insertions(+), 1 deletion(-) create mode 100644 misc/ier.png diff --git a/README.md b/README.md index b933a60..87460f8 100644 --- a/README.md +++ b/README.md @@ -27,7 +27,11 @@

## 🎉 News -* **January 25, 2024: We have integrated Experiential Co-Learning Module into ChatDev. Please see the [Experiential Co-Learning Guide](wiki.md#co-tracking).** +* **May 07, 2024, we introduced "Iterative Experience Refinement" (IER), a novel method where instructor and assistant agents enhance shortcut-oriented experiences to efficiently adapt to new tasks. This approach encompasses experience acquisition, utilization, propagation, and elimination across a series of tasks. Our preprint paper is available at https://arxiv.org/abs/2405.04219, and this technique will soon be incorporated into ChatDev.** +

+ +

+* January 25, 2024: We have integrated Experiential Co-Learning Module into ChatDev. Please see the [Experiential Co-Learning Guide](wiki.md#co-tracking). * December 28, 2023: We present Experiential Co-Learning, an innovative approach where instructor and assistant agents accumulate shortcut-oriented experiences to effectively solve new tasks, reducing repetitive errors and enhancing efficiency. Check out our preprint paper at https://arxiv.org/abs/2312.17025 and this technique will soon be integrated into ChatDev.

@@ -218,6 +222,15 @@ Made with [contrib.rocks](https://contrib.rocks). archivePrefix={arXiv}, primaryClass={cs.CL} } + +@misc{qian2024iterative, + title={Iterative Experience Refinement of Software-Developing Agents}, + author={Chen Qian, Jiahao Li, Yufan Dang, Wei Liu, YiFei Wang, Zihao Xie, Weize Chen, Cheng Yang, Yingli Zhang, Zhiyuan Liu, Maosong Sun}, + year={2024}, + eprint={2405.04219}, + archivePrefix={arXiv}, + primaryClass={cs.CL} +} ``` ## ⚖️ License diff --git a/misc/ier.png b/misc/ier.png new file mode 100644 index 0000000000000000000000000000000000000000..ae8cb81e0426f2aeda80efe9d1cbf349e120cf8d GIT binary patch literal 202628 zcmZ^}1z1#V*9J;SNQX2?OCv4P-QA7S-HkLzcXvukNDU>OLwC#2t#nA7?f1Rn9{5XWs}Bqm6biqk zsHl>(s3@6|lf9XxjVTnARCux`f|lwKZjP=Bc|IIQ9F`ZhSP@(tmIyLgJ0h0|7FiNL ztZ-ipGd;)+6Pl=nzF+~mmeLKkZw(Lm`EZL?4THUk(ENvO?^oYee(vV7Kk+!9tgt~@ zWUWh6@s!d)HE;M>+DJh;%Q-zyoOypSx2Y;(nYU}y?|E|6Ff~aJ0~mP&K2P~& 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