Vincent Liu
Vincent Liu
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Type
Conference paper
Journal article
Date
2023
2022
2020
2019
Vincent Liu
,
Prabhat Nagarajan
,
Andrew Patterson
,
Martha White
(2023).
When is Offline Policy Selection Feasible for Reinforcement Learning?
.
Under submission
.
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Vincent Liu
,
James R Wright
,
Martha White
(2023).
Exploiting action impact regularity and exogenous state variables for offline reinforcement learning
.
Journal of Artificial Intelligence Research
.
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Vincent Liu
,
Yash Chandak
,
Philip Thomas
,
Martha White
(2023).
Asymptotically Unbiased Off-Policy Policy Evaluation when Reusing Old Data in Nonstationary Environments
.
International Conference on Artificial Intelligence and Statistics
.
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Code
Vincent Liu
,
Han Wang
,
Ruo Yu Tao
,
Khurram Javed
,
Adam White
,
Martha White
(2023).
Measuring and Mitigating Interference in Reinforcement Learning
.
Conference on Lifelong Learning Agents
.
PDF
Han Wang
,
Archit Sakhadeo
,
Adam M White
,
James M Bell
,
Vincent Liu
,
Xutong Zhao
,
Puer Liu
,
Tadashi Kozuno
,
Alona Fyshe
,
Martha White
(2022).
No More Pesky Hyperparameters: Offline Hyperparameter Tuning for RL
.
Transactions on Machine Learning Research
.
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Han Wang
,
Erfan Miahi
,
Martha White
,
Marlos C Machado
,
Zaheer Abbas
,
Raksha Kumaraswamy
,
Vincent Liu
,
Adam White
(2022).
Investigating the properties of neural network representations in reinforcement learning
.
arXiv preprint arXiv:2203.15955
.
PDF
Somjit Nath
,
Vincent Liu
,
Alan Chan
,
Adam White
,
Martha White
(2020).
Training Recurrent Neural Networks Online by Learning Explicit State Variables
.
International Conference on Learning Representations
.
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Code
Vincent Liu
,
Raksha Kumaraswamy
,
Lei Le
,
Martha White
(2019).
The utility of sparse representations for control in reinforcement learning
.
AAAI Conference on Artificial Intelligence
.
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Brendan Bennett
,
Wesley Chung
,
Muhammad Zaheer
,
Vincent Liu
(2019).
Incrementally Learning Functions of the Return
.
The Multi-disciplinary Conference on Reinforcement Learning and Decision Making
.
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Andrew Jacobsen
,
Vincent Liu
,
Roshan Shariff
,
Adam White
,
Martha White
(2019).
A Value Function Basis for Nexting and Multi-step Prediction
.
The Multi-disciplinary Conference on Reinforcement Learning and Decision Making
.
Wen-Hao Chen
,
Chin-Chi Hsu
,
Yi-An Lai
,
Vincent Liu
,
Mi-Yen Yeh
,
Shou-De Lin
(2019).
Attribute-aware recommender system based on collaborative filtering: Survey and classification
.
Frontiers in big Data
.
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