Shavrina, Tatiana

MLGym: A New Framework and Benchmark for Advancing AI Research Agents

Nathani, D., Madaan, L., Roberts, N., Bashlykov, N., Menon, A., Moens, V., Budhiraja, A., Magka, D., Vorotilov, V., Chaurasia, G., et al. (2025) · arXiv

Artificial Intelligence ApplicationsReinforcement Learning in Robotics

Cited by 15

AIRA_2: Overcoming Bottlenecks in AI Research Agents

Hambardzumyan, K., Baldwin, N., Toledo, E., Hazra, R., Kuchnik, M., Omari, B. A., Foster, T. S., Protopopov, A., Gagnon-Audet, J.-C., Mediratta, I., et al. (2026) · arXiv

Artificial Intelligence ApplicationsScientific Computing and Data Management

Cited by 1

AI Research Agents for Machine Learning: Search, Exploration, and Generalization in MLE-bench

Toledo, E., Hambardzumyan, K., Josifoski, M., Hazra, R., Baldwin, N., Audran-Reiss, A., Kuchnik, M., Magka, D., Jiang, M., Lupidi, A. M., et al. (2025) · arXiv

Machine Learning and Data ClassificationEvolutionary Algorithms and Applications

Cited by 0

Hyperagents

Zhang, J., Zhao, B., Yang, W., Foerster, J., Clune, J., Jiang, M., Devlin, S., & Shavrina, T. (2026) · arXiv

Evolutionary Algorithms and ApplicationsAI-based Problem Solving and Planning

Cited by 0

APRES: An Agentic Paper Revision and Evaluation System

Zhao, B., Zhang, J., Whitehouse, C., Jiang, M., Shvartsman, M., Charnalia, A., Magka, D., Shavrina, T., Dunfield, D., Mac Aodha, O., et al. (2026) · arXiv

Academic Writing and Publishingscientometrics and bibliometrics research

Cited by 0