Sukhbaatar, Sainbayar

End-to-end memory networks

Sukhbaatar, S., Szlam, A., Weston, J., & Fergus, R. (2015) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 1,345

Intrinsic Motivation and Automatic Curricula via Asymmetric Self-Play

Sukhbaatar, S., Lin, Z., Kostrikov, I., Synnaeve, G., Szlam, A., & Fergus, R. (2017) · arXiv

Reinforcement Learning in RoboticsArtificial Intelligence in Games

Cited by 149

Augmenting Self-attention with Persistent Memory

Sukhbaatar, S., Grave, E., Lample, G., Jegou, H., & Joulin, A. (2019) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 75

Hash Layers For Large Sparse Models

Roller, S., Sukhbaatar, S., Szlam, A., & Weston, J. (2021) · arXiv

Topic ModelingAdvanced Neural Network Applications

Cited by 66

Memory-Augmented Reinforcement Learning for Image-Goal Navigation

Mezghan, L., Sukhbaatar, S., Lavril, T., Maksymets, O., Batra, D., Bojanowski, P., & Alahari, K. (2022) · 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)

Reinforcement Learning in RoboticsRobotics and Sensor-Based Localization

Cited by 61

Training Large Language Models to Reason in a Continuous Latent Space

Hao, S., Sukhbaatar, S., Su, D., Li, X., Hu, Z., Weston, J., & Tian, Y. (2024) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 18

Self-Rewarding Language Models

Yuan, W., Pang, R. Y., Cho, K., Li, X., Sukhbaatar, S., Xu, J., & Weston, J. (2024) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 18

Iterative Reasoning Preference Optimization

Pang, R. Y., Yuan, W., Cho, K., He, H., Sukhbaatar, S., & Weston, J. (2024) · arXiv

Constraint Satisfaction and OptimizationLogic, Reasoning, and Knowledge

Cited by 15

Learning to Reason and Memorize with Self-Notes

Lanchantin, J., Toshniwal, S., Weston, J., Szlam, A., & Sukhbaatar, S. (2023) · Advances in Neural Information Processing Systems 36

Innovative Teaching and Learning MethodsMemory Processes and Influences

Cited by 9

Contextual Position Encoding: Learning to Count What's Important

Golovneva, O., Wang, T., Weston, J., & Sukhbaatar, S. (2024) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 5

Teaching Large Language Models to Reason with Reinforcement Learning

Havrilla, A., Du, Y., Raparthy, S. C., Nalmpantis, C., Dwivedi-Yu, J., Zhuravinskyi, M., Hambro, E., Sukhbaatar, S., & Raileanu, R. (2024) · arXiv

Reinforcement Learning in RoboticsTopic Modeling

Cited by 3

Diverse Preference Optimization

Lanchantin, J., Chen, A., Dhuliawala, S., Yu, P., Weston, J., Sukhbaatar, S., & Kulikov, I. (2025) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 2

Self-Challenging Language Model Agents

Zhou, Y., Levine, S., Weston, J., Li, X., & Sukhbaatar, S. (2025) · Advances in Neural Information Processing Systems 38

AI-based Problem Solving and PlanningNatural Language Processing Techniques

Cited by 1

Self-Challenging Language Model Agents

Zhou, Y., Levine, S., Weston, J., Li, X., & Sukhbaatar, S. (2025) · arXiv

AI-based Problem Solving and PlanningNatural Language Processing Techniques

Cited by 1

Self-Consistency Preference Optimization

Prasad, A., Yuan, W., Pang, R. Y., Xu, J., Fazel-Zarandi, M., Bansal, M., Sukhbaatar, S., Weston, J., & Yu, J. (2024) · arXiv

Topic ModelingDomain Adaptation and Few-Shot Learning

Cited by 0

Bridging Offline and Online Reinforcement Learning for LLMs

Lanchantin, J., Chen, A., Lan, J., Li, X., Saha, S., Wang, T., Xu, J., Yu, P., Yuan, W., Weston, J. E., et al. (2025) · arXiv

Reinforcement Learning in RoboticsTopic Modeling

Cited by 0