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Tengyang Xie
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Towards Optimal Off-Policy Evaluation for Reinforcement Learning with Marginalized Importance Sampling
T Xie, Y Ma, YX Wang
Advances in Neural Information Processing Systems, 9665-9675, 2019
1052019
Provably efficient q-learning with low switching cost
Y Bai, T Xie, N Jiang, YX Wang
Advances in Neural Information Processing Systems, 8004-8013, 2019
512019
Bellman-consistent pessimism for offline reinforcement learning
T Xie, CA Cheng, N Jiang, P Mineiro, A Agarwal
Advances in neural information processing systems 34, 6683-6694, 2021
442021
Batch value-function approximation with only realizability
T Xie, N Jiang
International Conference on Machine Learning, 11404-11413, 2021
412021
Q* Approximation Schemes for Batch Reinforcement Learning: A Theoretical Comparison
T Xie, N Jiang
Proceedings of the 36th Conference on Uncertainty in Artificial Intelligence …, 2020
332020
Policy finetuning: Bridging sample-efficient offline and online reinforcement learning
T Xie, N Jiang, H Wang, C Xiong, Y Bai
Advances in neural information processing systems 34, 27395-27407, 2021
302021
A Block Coordinate Ascent Algorithm for Mean-Variance Optimization
T Xie, B Liu, Y Xu, M Ghavamzadeh, Y Chow, D Lyu, D Yoon
Advances in Neural Information Processing Systems, 1073-1083, 2018
262018
Finite sample analysis of minimax offline reinforcement learning: Completeness, fast rates and first-order efficiency
M Uehara, M Imaizumi, N Jiang, N Kallus, W Sun, T Xie
arXiv preprint arXiv:2102.02981, 2021
212021
A variant of the wang-foster-kakade lower bound for the discounted setting
P Amortila, N Jiang, T Xie
arXiv preprint arXiv:2011.01075, 2020
122020
Adversarially trained actor critic for offline reinforcement learning
CA Cheng, T Xie, N Jiang, A Agarwal
arXiv preprint arXiv:2202.02446, 2022
32022
Marginalized Off-Policy Evaluation for Reinforcement Learning
T Xie, YX Wang, Y Ma
NeurIPS 2018 Workshop on Causal Learning, 2018
32018
Interaction-Grounded Learning
T Xie, J Langford, P Mineiro, I Momennejad
International Conference on Machine Learning, 11414-11423, 2021
22021
Privacy Preserving Off-Policy Evaluation
T Xie, PS Thomas, G Miklau
arXiv preprint arXiv:1902.00174, 2019
22019
Interaction-Grounded Learning with Action-inclusive Feedback
T Xie, A Saran, DJ Foster, L Molu, I Momennejad, N Jiang, P Mineiro, ...
arXiv preprint arXiv:2206.08364, 2022
2022
Interaction-Grounded Learning Download PDF Open Website
P Mineiro, J Langford, I Momennejad, T Xie
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