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Link the arXiv paper and add its BibTeX entry

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  1. README.md +9 -4
README.md CHANGED
@@ -19,11 +19,12 @@ diffusion model, post-trained online for 390 updates with the six-objective
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  MORAD reward. One shared policy designs nucleotide sequences for any target 3D
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  backbone, with no per-target optimization.
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  [Project page](https://gabrile166.github.io/MORAD/) ·
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  [Code](https://github.com/Gabrile166/MORAD) ·
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  [Data](https://huggingface.co/datasets/MORAD-RNA/MORAD-Targets)
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- ## Results on the 153 test targets
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  | Model | GDT-TS ↑ | TM-score ↑ | RMSD (Å) ↓ | Pairing MCC ↑ | NED ↓ |
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  |---|:---:|:---:|:---:|:---:|:---:|
@@ -66,8 +67,12 @@ Training this model from pretrained RIDE takes about 2 hours on 4 × RTX 3090
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  ```bibtex
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  @misc{tang2026morad,
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- title = {{MORAD}: Reinforcement Learning with Multi-Objective Rewards for {RNA} Inverse Design},
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- author = {Tang, Jixin and Guo, Ji and Zhao, Jun},
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- year = {2026}
 
 
 
 
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  }
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  ```
 
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  MORAD reward. One shared policy designs nucleotide sequences for any target 3D
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  backbone, with no per-target optimization.
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+ [Paper](https://arxiv.org/abs/2610.13305) ·
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  [Project page](https://gabrile166.github.io/MORAD/) ·
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  [Code](https://github.com/Gabrile166/MORAD) ·
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  [Data](https://huggingface.co/datasets/MORAD-RNA/MORAD-Targets)
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+ ## Results
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  | Model | GDT-TS ↑ | TM-score ↑ | RMSD (Å) ↓ | Pairing MCC ↑ | NED ↓ |
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  |---|:---:|:---:|:---:|:---:|:---:|
 
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  ```bibtex
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  @misc{tang2026morad,
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+ title = {{MORAD}: Reinforcement Learning with Multi-Objective Rewards for {RNA} Inverse Design},
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+ author = {Tang, Jixin and Guo, Ji and Zhao, Jun},
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+ year = {2026},
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+ eprint = {2610.13305},
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+ archivePrefix = {arXiv},
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+ primaryClass = {cs.LG},
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+ url = {https://arxiv.org/abs/2610.13305}
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  }
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  ```