Andrew Patterson
University of Alberta
H-index: 8
North America-Canada
Top articles of Andrew Patterson
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
A Gradient Critic for Policy Gradient Estimation | Samuele Tosatto Andrew Patterson Martha White A Rupam Mahmood | 2023/7/20 | |
Empirical design in reinforcement learning | arXiv preprint arXiv:2304.01315 | Andrew Patterson Samuel Neumann Martha White Adam White | 2023/4/3 |
When is Offline Policy Selection Sample Efficient for Reinforcement Learning? | arXiv preprint arXiv:2312.02355 | Vincent Liu Prabhat Nagarajan Andrew Patterson Martha White | 2023/12/4 |
Robust losses for learning value functions | IEEE Transactions on Pattern Analysis and Machine Intelligence | Andrew Patterson Victor Liao Martha White | 2022/10/13 |
When is Offline Hyperparameter Selection Feasible for Reinforcement Learning? | Vincent Liu Prabhat Nagarajan Andrew Patterson Martha White | 2022/9/29 | |
A temporal-difference approach to policy gradient estimation | Samuele Tosatto Andrew Patterson Martha White Rupam Mahmood | 2022/6/28 | |
A Generalized Projected Bellman Error for Off-policy Value Estimation in Reinforcement Learning | Journal of Machine Learning Research | Andrew Patterson Adam White Martha White | 2022 |
The cross-environment hyperparameter setting benchmark for reinforcement learning | Andrew Patterson Samuel Neumann A White Raksha Kumaraswamy Martha White | 2021 | |
Gradient Temporal-Difference Learning with Regularized Corrections | Sina Ghiassian Andrew Patterson Shivam Garg Dhawal Gupta Adam White | 2020/11/21 |
Co-Authors
