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Daniel R. Jiang
Daniel R. Jiang
Meta Core Data Science, University of Pittsburgh
Verifierad e-postadress på pitt.edu - Startsida
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BoTorch: A framework for efficient Monte-Carlo Bayesian optimization
M Balandat, B Karrer, D Jiang, S Daulton, B Letham, AG Wilson, E Bakshy
Advances in Neural Information Processing Systems 33, 2020
227*2020
Optimal hour ahead bidding in the real time electricity market with battery storage using approximate dynamic programming
DR Jiang, WB Powell
INFORMS Journal on Computing 27 (3), 525-543, 2015
892015
An approximate dynamic programming algorithm for monotone value functions
DR Jiang, WB Powell
Operations Research 63 (6), 1489-1511, 2015
682015
A comparison of approximate dynamic programming techniques on benchmark energy storage problems: Does anything work?
DR Jiang, TV Pham, WB Powell, DF Salas, WR Scott
2014 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement …, 2014
522014
Risk-averse approximate dynamic programming with quantile-based risk measures
DR Jiang, WB Powell
Mathematics of Operations Research 43 (2), 554-579, 2018
44*2018
Dynamic inventory repositioning in on-demand rental networks
S Benjaafar, D Jiang, X Li, X Li
Management Science, 2022
30*2022
Feedback-based tree search for reinforcement learning
DR Jiang, E Ekwedike, H Liu
International Conference on Machine Learning (ICML), 2284-2293, 2018
272018
Practicality of nested risk measures for dynamic electric vehicle charging
DR Jiang, WB Powell
https://arxiv.org/abs/1605.02848, 2017
142017
Optimistic Monte Carlo tree search with sampled information relaxation dual bounds
DR Jiang, L Al-Kanj, WB Powell
Operations Research 68 (6), 1678-1697, 2020
13*2020
Efficient nonmyopic Bayesian optimization via one-shot multi-step trees
S Jiang, DR Jiang, M Balandat, B Karrer, JR Gardner, R Garnett
Advances in Neural Information Processing Systems 33, 2020
122020
Shape constraints in economics and operations research
AL Johnson, DR Jiang
Statistical Science 33 (4), 527-546, 2018
122018
Lookahead-bounded Q-learning
IE Shar, DR Jiang
International Conference on Machine Learning (ICML), 2020
4*2020
Method for bidding battery storage into hour-ahead energy markets
WB Powell, DR Jiang
US Patent 9,965,802, 2018
22018
Structured actor-critic for managing public health points-of-dispensing
Y Wang, DR Jiang
arXiv preprint arXiv:1806.02490, 2019
12019
Multi-step budgeted Bayesian optimization with unknown evaluation costs
R Astudillo, D Jiang, M Balandat, E Bakshy, P Frazier
Advances in Neural Information Processing Systems 34, 2021
2021
Distilling heterogeneity: From explanations of heterogeneous treatment effect models to interpretable policies
H Wu, S Tan, W Li, M Garrard, A Obeng, D Dimmery, S Singh, H Wang, ...
arXiv preprint arXiv:2111.03267, 2021
2021
Multi-armed bandits and reinforcement learning: Advancing decision making in e-commerce and beyond
D Jiang, H Luo, C Wang, Y Wang
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
2021
Exploration via sample-efficient subgoal design
Y Wang, M Poloczek, DR Jiang
arXiv preprint arXiv:1910.09143, 2019
2019
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Artiklar 1–18