chore: update news for scaffoldings#1236
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This pull request adds a new news entry to the README regarding the integration with Scaffolding for agentic RL training and reorganizes the 'Previous Releases' section. Feedback was provided to maintain date format consistency, correct the framework's name, and improve readability by reducing word repetition.
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| **\[2026-04-23\]** 🚀 We’re excited to release our integration with | ||
| [Scaffoldings](https://github.com/NVIDIA/TensorRT-LLM/tree/main/tensorrt_llm/scaffolding) | ||
| for agentic RL training - now live in our | ||
| [examples](https://github.com/inclusionAI/AReaL/tree/main/examples/scaffolding)! Huge | ||
| shoutout to @narutolhy and @WeiHaocheng for making this happen 🙌. The modular design of | ||
| the Scaffoldings enables it to achieve a thorough decoupling of agent execution, reward | ||
| calculation, and trajectory acquisition. This enables developers to reuse existing | ||
| modules when implementing an agentic RL method, allowing them to focus on their own | ||
| innovative modules. |
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The new news entry has a few minor issues with consistency and phrasing:
- Date Format: The date
2026-04-23uses hyphens, whereas all other entries in the News section use slashes (e.g.,2026/04/18). It should be updated to2026/04/23for consistency. - Terminology: The framework is referred to as "Scaffolding" in the linked repository and the local directory. "Scaffoldings" (plural) is slightly inconsistent with the official naming.
- Clarity: The word "enables" is used twice in consecutive sentences. Replacing one instance improves readability.
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| **\[2026-04-23\]** 🚀 We’re excited to release our integration with | |
| [Scaffoldings](https://github.com/NVIDIA/TensorRT-LLM/tree/main/tensorrt_llm/scaffolding) | |
| for agentic RL training - now live in our | |
| [examples](https://github.com/inclusionAI/AReaL/tree/main/examples/scaffolding)! Huge | |
| shoutout to @narutolhy and @WeiHaocheng for making this happen 🙌. The modular design of | |
| the Scaffoldings enables it to achieve a thorough decoupling of agent execution, reward | |
| calculation, and trajectory acquisition. This enables developers to reuse existing | |
| modules when implementing an agentic RL method, allowing them to focus on their own | |
| innovative modules. | |
| **\[2026/04/23\]** 🚀 We’re excited to release our integration with | |
| [Scaffolding](https://github.com/NVIDIA/TensorRT-LLM/tree/main/tensorrt_llm/scaffolding) | |
| for agentic RL training - now live in our | |
| [examples](https://github.com/inclusionAI/AReaL/tree/main/examples/scaffolding)! Huge | |
| shoutout to @narutolhy and @WeiHaocheng for making this happen 🙌. The modular design of | |
| Scaffolding enables a thorough decoupling of agent execution, reward | |
| calculation, and trajectory acquisition. This allows developers to reuse existing | |
| modules when implementing an agentic RL method, focusing on their own | |
| innovative modules. |
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