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Robin: A multi-agent system for automating scientific discovery
Ali Essam Ghareeb, Benjamin Chang, Ludovico Mitchener et al., 2025. arXiv.
Describes Robin, a system of several AI agents that proposes, ranks and tests hypotheses, applied to drug repurposing.
What it's used for here
The inquiry-framework survey borrows its ranking and de-duplication of generated hypotheses.
Cited by on this site 1 record
1 methods surveys
SRCFrameworks of inquiry
Cite it
Ghareeb, A. E., Chang, B., Mitchener, L., Yiu, A., Szostkiewicz, C. J., Laurent, J. M., Razzak, M. T., White, A. D., Hinks, M. M., & Rodriques, S. G. (2025). Robin: A multi-agent system for automating scientific discovery. arXiv. https://arxiv.org/abs/2505.13400
@article{ghareeb2025robin,
author = {Ghareeb, Ali Essam and Chang, Benjamin and Mitchener, Ludovico and Yiu, Angela and Szostkiewicz, Caralyn J. and Laurent, Jon M. and Razzak, Muhammed T. and White, Andrew D. and Hinks, Michaela M. and Rodriques, Samuel G.},
title = {Robin: A multi-agent system for automating scientific discovery},
journal = {arXiv},
year = {2025},
url = {https://arxiv.org/abs/2505.13400}
}TY - GEN TI - Robin: A multi-agent system for automating scientific discovery AU - Ghareeb, Ali Essam AU - Chang, Benjamin AU - Mitchener, Ludovico AU - Yiu, Angela AU - Szostkiewicz, Caralyn J. AU - Laurent, Jon M. AU - Razzak, Muhammed T. AU - White, Andrew D. AU - Hinks, Michaela M. AU - Rodriques, Samuel G. PY - 2025 JO - arXiv UR - https://arxiv.org/abs/2505.13400 ER -
Ghareeb, Ali Essam et al.. “Robin: A multi-agent system for automating scientific discovery.” arXiv (2025).