Daniel R. Jiang
Title
Cited by
Cited by
Year
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
672020
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
622015
An approximate dynamic programming algorithm for monotone value functions
DR Jiang, WB Powell
Operations Research 63 (6), 1489-1511, 2015
512015
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
402014
Risk-averse approximate dynamic programming with quantile-based risk measures
DR Jiang, WB Powell
Mathematics of Operations Research 43 (2), 554-579, 2018
31*2018
Dynamic inventory repositioning in on-demand rental networks
S Benjaafar, D Jiang, X Li, X Li
SSRN: 2942921, 2019
24*2019
Feedback-based tree search for reinforcement learning
DR Jiang, E Ekwedike, H Liu
International Conference on Machine Learning (ICML), 2284-2293, 2018
242018
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
11*2020
Shape constraints in economics and operations research
AL Johnson, DR Jiang
Statistical Science 33 (4), 527-546, 2018
102018
Practicality of nested risk measures for dynamic electric vehicle charging
DR Jiang, WB Powell
https://arxiv.org/abs/1605.02848, 2017
62017
Method for bidding battery storage into hour-ahead energy markets
WB Powell, DR Jiang
US Patent 9,965,802, 2018
22018
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
12020
Structured actor-critic for managing public health points-of-dispensing
Y Wang, DR Jiang
arXiv preprint arXiv:1806.02490, 2019
12019
Lookahead-bounded Q-learning
IE Shar, DR Jiang
International Conference on Machine Learning (ICML), 2020
2020
Exploration via sample-efficient subgoal design
Y Wang, M Poloczek, DR Jiang
arXiv preprint arXiv:1910.09143, 2019
2019
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Articles 1–15