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Alex Ayoub
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 8
Top Topics
Active Exploration
Reinforcement Learning
Temporal Difference Learning
Function Approximation
Top Venues
CoRR
ICML
NeurIPS
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Publications
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Zichen Vincent Zhang
,
Johannes Kirschner
,
Junxi Zhang
,
Francesco Zanini
,
Alex Ayoub
,
Masood Dehghan
,
Dale Schuurmans
Managing Temporal Resolution in Continuous Value Estimation: A Fundamental Trade-off.
NeurIPS
(2023)
David Janz
,
Shuai Liu
,
Alex Ayoub
,
Csaba Szepesvári
Exploration via linearly perturbed loss minimisation.
CoRR
(2023)
Zichen Zhang
,
Johannes Kirschner
,
Junxi Zhang
,
Francesco Zanini
,
Alex Ayoub
,
Masood Dehghan
,
Dale Schuurmans
Managing Temporal Resolution in Continuous Value Estimation: A Fundamental Trade-off.
CoRR
(2022)
Haque Ishfaq
,
Qiwen Cui
,
Viet Nguyen
,
Alex Ayoub
,
Zhuoran Yang
,
Zhaoran Wang
,
Doina Precup
,
Lin F. Yang
Randomized Exploration for Reinforcement Learning with General Value Function Approximation.
CoRR
(2021)
Haque Ishfaq
,
Qiwen Cui
,
Viet Nguyen
,
Alex Ayoub
,
Zhuoran Yang
,
Zhaoran Wang
,
Doina Precup
,
Lin Yang
Randomized Exploration in Reinforcement Learning with General Value Function Approximation.
ICML
(2021)
Matthew T. Regehr
,
Alex Ayoub
An Elementary Proof that Q-learning Converges Almost Surely.
CoRR
(2021)
Alex Ayoub
,
Zeyu Jia
,
Csaba Szepesvári
,
Mengdi Wang
,
Lin F. Yang
Model-Based Reinforcement Learning with Value-Targeted Regression.
CoRR
(2020)
Alex Ayoub
,
Zeyu Jia
,
Csaba Szepesvári
,
Mengdi Wang
,
Lin Yang
Model-Based Reinforcement Learning with Value-Targeted Regression.
ICML
(2020)