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![omarsar0 Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::3448284313.png) elvis [@omarsar0](/creator/twitter/omarsar0) on x 254.9K followers
Created: 2025-07-08 19:29:16 UTC

Multi-conversation RL training (Multi-Conv DAPO)

Unlike standard RL pipelines, MemAgent generates multiple independent memory-update conversations per input. 

It uses a modified GRPO objective to optimize all steps via final-answer reward signals.

![](https://pbs.twimg.com/media/GvW8rWCWsAAv7fX.jpg)

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**Related Topics**
[signals](/topic/signals)
[elvis](/topic/elvis)

[Post Link](https://x.com/omarsar0/status/1942667317474910248)