@article{researchgymevaluatinglanguagemodelagents, title = {ResearchGym: Evaluating Language Model Agents on Real-World AI Research}, author = {Aniketh Garikaparthi and Manasi Patwardhan and Arman Cohan}, year = {2026}, eprint = {2602.15112}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.15112}, }