Sina Ghiassian
University of Alberta
H-index: 8
North America-Canada
Top articles of Sina Ghiassian
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
On the Importance of Uncertainty in Decision-Making with Large Language Models | arXiv preprint arXiv:2404.02649 | Nicolò Felicioni Lucas Maystre Sina Ghiassian Kamil Ciosek | 2024/4/3 |
In-context Exploration-Exploitation for Reinforcement Learning | arXiv preprint arXiv:2403.06826 | Zhenwen Dai Federico Tomasi Sina Ghiassian | 2024/3/11 |
From eye-blinks to state construction: Diagnostic benchmarks for online representation learning | Adaptive behavior | Banafsheh Rafiee Zaheer Abbas Sina Ghiassian Raksha Kumaraswamy Richard S Sutton | 2023/2 |
Auxiliary task discovery through generate-and-test | Banafsheh Rafiee Sina Ghiassian Jun Jin Richard Sutton Jun Luo | 2023/11/20 | |
Importance Sampling Placement in Off-Policy Temporal-Difference Methods | arXiv preprint arXiv:2203.10172 | Eric Graves Sina Ghiassian | 2022/3/18 |
Online off-policy prediction | Sina Ghiassian | 2022 | |
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 |
Does the Adam Optimizer Exacerbate Catastrophic Forgetting? | arXiv preprint arXiv:2102.07686 | Dylan R Ashley Sina Ghiassian Richard S Sutton | 2021/2/15 |
Investigating Objectives for Off-policy Value Estimation in Reinforcement Learning | Andrew Patterson Sina Ghiassian D Gupta A White M White | 2021 | |
An empirical comparison of off-policy prediction learning algorithms in the four rooms environment | arXiv preprint arXiv:2109.05110 | Sina Ghiassian Richard S Sutton | 2021/9/10 |
Gradient temporal-difference learning with regularized corrections | Sina Ghiassian Andrew Patterson Shivam Garg Dhawal Gupta Adam White | 2020/11/21 | |
Improving performance in reinforcement learning by breaking generalization in neural networks | arXiv preprint arXiv:2003.07417 | Sina Ghiassian Banafsheh Rafiee Yat Long Lo Adam White | 2020/3/16 |
Co-Authors
