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Audrey Huang
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Offline reinforcement learning with realizability and single-policy concentrability
W Zhan, B Huang, A Huang, N Jiang, J Lee
Conference on Learning Theory, 2730-2775, 2022
1032022
Structural conservation of chemotaxis machinery across A rchaea and B acteria
A Briegel, DR Ortega, AN Huang, CM Oikonomou, RP Gunsalus, ...
Environmental microbiology reports 7 (3), 414-419, 2015
862015
Asymmetric enzymatic synthesis of allylic amines: a sigmatropic rearrangement strategy
CK Prier, TK Hyster, CC Farwell, A Huang, FH Arnold
Angewandte Chemie International Edition 55 (15), 4711-4715, 2016
792016
Graph-structured visual imitation
M Sieb, Z Xian, A Huang, O Kroemer, K Fragkiadaki
Conference on Robot Learning, 979-989, 2020
582020
Off-policy risk assessment in contextual bandits
A Huang, L Leqi, Z Lipton, K Azizzadenesheli
Advances in Neural Information Processing Systems 34, 23714-23726, 2021
322021
Morphology of the archaellar motor and associated cytoplasmic cone in Thermococcus kodakaraensis
A Briegel, CM Oikonomou, YW Chang, A Kjær, AN Huang, KW Kim, ...
EMBO reports 18 (9), 1660-1670, 2017
322017
Reinforcement learning in low-rank mdps with density features
A Huang, J Chen, N Jiang
International Conference on Machine Learning, 13710-13752, 2023
132023
On the convergence and optimality of policy gradient for markov coherent risk
A Huang, L Leqi, ZC Lipton, K Azizzadenesheli
arXiv preprint arXiv:2103.02827, 2021
132021
Supervised learning with general risk functionals
L Leqi, A Huang, Z Lipton, K Azizzadenesheli
International Conference on Machine Learning, 12570-12592, 2022
92022
Beyond the return: Off-policy function estimation under user-specified error-measuring distributions
A Huang, N Jiang
Advances in Neural Information Processing Systems 35, 6292-6303, 2022
82022
Off-policy risk assessment for markov decision processes
A Huang, L Leqi, Z Lipton, K Azizzadenesheli
International Conference on Artificial Intelligence and Statistics, 5022-5050, 2022
32022
Physically optimizing inference
A Huang, B Sheldan, DA Sivak, M Thomson
arXiv preprint arXiv:1805.07512, 2018
22018
Structure of the archaellar motor and associated cytoplasmic cone in Thermococcus kodakaraensis
A Briegel, CM Oikonomou, YW Chang, A Kjaer, AN Huang, KW Kim, ...
bioRxiv, 108209, 2017
12017
Timing as an Action: Learning When to Observe and Act
H Zhou, A Huang, K Azizzadenesheli, D Childers, Z Lipton
International Conference on Artificial Intelligence and Statistics, 3979-3987, 2024
2024
Non-adaptive Online Finetuning for Offline Reinforcement Learning
A Huang, M Ghavamzadeh, N Jiang, M Petrik
NeurIPS 2023 Workshop on Generalization in Planning, 2023
2023
RiskyZoo: A Library for Risk-Sensitive Supervised Learning
W Wong, A Huang, L Leqi, K Azizzadenesheli, ZC Lipton
ICML 2022 Workshop on Responsible Decision Making in Dynamic Environments, 2022
2022
Structure of the archaellar motor and associated cytoplasmic cone inThermococcus kodakaraensis
A Briegel, CM Oikonomou, Y Chang, A Kjaer, AN Huang, KW Kim, ...
2017
Supplemental Information Structural conservation of chemotaxis machinery across Archaea and Bacteria
A Briegel, DR Ortega, A Huang, CM Oikonomou, RP Gunsalus, ...
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Articles 1–18