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Sherry Yang
Sherry Yang
Google DeepMind, UC Berkeley
在 google.com 的电子邮件经过验证 - 首页
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引用次数
引用次数
年份
Graphit: A high-performance graph dsl
Y Zhang, M Yang, R Baghdadi, S Kamil, J Shun, S Amarasinghe
Proceedings of the ACM on Programming Languages 2 (OOPSLA), 1-30, 2018
222*2018
Multi-game decision transformers
KH Lee, O Nachum, MS Yang, L Lee, D Freeman, S Guadarrama, ...
Advances in Neural Information Processing Systems 35, 27921-27936, 2022
1802022
Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
M Reid, N Savinov, D Teplyashin, D Lepikhin, T Lillicrap, J Alayrac, ...
arXiv preprint arXiv:2403.05530, 2024
1662024
Benchmarking attribution methods with relative feature importance
M Yang, B Kim
Workshop on Human Centered AI at Advances in Neural Information Processing …, 2019
152*2019
Representation Matters: Offline Pretraining for Sequential Decision Making
M Yang, O Nachum
International Conference on Machine Learning 139, 11784-11794, 2021
1272021
Off-policy evaluation via the regularized lagrangian
M Yang, O Nachum, B Dai, L Li, D Schuurmans
Advances in Neural Information Processing Systems 33, 2020
1072020
Learning Universal Policies via Text-Guided Video Generation
Y Du*, M Yang*, B Dai, H Dai, O Nachum, J Tenenbaum, D Schuurmans, ...
Advances in Neural Information Processing Systems 36, 2023
942023
Foundation models for decision making: Problems, methods, and opportunities
M Yang, O Nachum, Y Du, J Wei, P Abbeel, D Schuurmans
arXiv preprint arXiv:2303.04129, 2023
932023
Benchmarks for Deep Off-Policy Evaluation
J Fu, M Norouzi, O Nachum, G Tucker, Z Wang, A Novikov, M Yang, ...
International Conference on Learning Representations, 2021
792021
Combiner: Full Attention Transformer with Sparse Computation Cost
H Ren, H Dai, Z Dai, M Yang, J Leskovec, D Schuurmans, B Dai
Advances in Neural Information Processing Systems 33, 2021
692021
Offline RL for Natural Language Generation with Implicit Language Q Learning
C Snell, I Kostrikov, Y Su, M Yang, S Levine
International Conference on Learning Representations 2023, 2022
672022
Trail: Near-optimal imitation learning with suboptimal data
M Yang, S Levine, O Nachum
International Conference on Learning Representations, 2021
452021
Making linear mdps practical via contrastive representation learning
T Zhang, T Ren, M Yang, J Gonzalez, D Schuurmans, B Dai
International Conference on Machine Learning, 26447-26466, 2022
402022
Offline policy selection under uncertainty
M Yang, B Dai, O Nachum, G Tucker, D Schuurmans
International Conference on Artificial Intelligence and Statistics, 4376-4396, 2022
402022
Provable Representation Learning for Imitation with Contrastive Fourier Features
O Nachum, M Yang
Advances in Neural Information Processing Systems 34, 2021
402021
Dichotomy of control: Separating what you can control from what you cannot
M Yang, D Schuurmans, P Abbeel, O Nachum
International Conference on Learning Representations 2023, 2022
392022
CHAI: A CHatbot AI for Task-Oriented Dialogue with Offline Reinforcement Learning
S Verma, J Fu, M Yang, S Levine
Findings of the Association for Computational Linguistics: NAACL 2022, 2022
352022
Video language planning
Y Du, M Yang, P Florence, F Xia, A Wahid, B Ichter, P Sermanet, T Yu, ...
International Conference on Learning Representations 2024, 2023
202023
Context-Aware Language Modeling for Goal-Oriented Dialogue Systems
C Snell, M Yang, J Fu, Y Su, S Levine
Findings of the Association for Computational Linguistics: NAACL 2022, 2022
202022
Towards Automatic Evaluation of Dialog Systems: A Model-Free Off-Policy Evaluation Approach
H Jiang, B Dai, M Yang, T Zhao, W Wei
Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2021
202021
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