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Fan Chen
Fan Chen
Verified email at mit.edu - Homepage
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Cited by
Cited by
Year
Transformers as statisticians: Provable in-context learning with in-context algorithm selection
Y Bai, F Chen, H Wang, C Xiong, S Mei
Advances in neural information processing systems 36, 2024
852024
Unified algorithms for rl with decision-estimation coefficients: No-regret, pac, and reward-free learning
F Chen, S Mei, Y Bai
arXiv preprint arXiv:2209.11745, 2022
322022
Partially observable rl with b-stability: Unified structural condition and sharp sample-efficient algorithms
F Chen, Y Bai, S Mei
arXiv preprint arXiv:2209.14990, 2022
162022
Independent natural policy gradient methods for potential games: Finite-time global convergence with entropy regularization
S Cen, F Chen, Y Chi
2022 IEEE 61st Conference on Decision and Control (CDC), 2833-2838, 2022
132022
Lower bounds for learning in revealing pomdps
F Chen, H Wang, C Xiong, S Mei, Y Bai
International Conference on Machine Learning, 5104-5161, 2023
72023
A near-optimal primal-dual method for off-policy learning in cmdp
F Chen, J Zhang, Z Wen
Advances in Neural Information Processing Systems 35, 10521-10532, 2022
62022
A unified primal-dual algorithm framework for inequality constrained problems
Z Zhu, F Chen, J Zhang, Z Wen
Journal of Scientific Computing 97 (2), 39, 2023
42023
On the Optimal Lower and Upper Complexity Bounds for a Class of Composite Optimization Problems
Z Zhu, F Chen, J Zhang, Z Wen
arXiv preprint arXiv:2308.06470, 2023
2023
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