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Anas Barakat
Publication Activity (10 Years)
Years Active: 2018-2023
Publications (10 Years): 12
Top Topics
Step Size
Policy Gradient
Sample Complexity
Convex Optimization
Top Venues
CoRR
ICML
AISTATS
SIAM J. Optim.
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Publications
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Anas Barakat
,
Ilyas Fatkhullin
,
Niao He
Reinforcement Learning with General Utilities: Simpler Variance Reduction and Large State-Action Space.
ICML
(2023)
Ilyas Fatkhullin
,
Anas Barakat
,
Anastasia Kireeva
,
Niao He
Stochastic Policy Gradient Methods: Improved Sample Complexity for Fisher-non-degenerate Policies.
ICML
(2023)
Jiduan Wu
,
Anas Barakat
,
Ilyas Fatkhullin
,
Niao He
Learning Zero-Sum Linear Quadratic Games with Improved Sample Complexity.
CDC
(2023)
Anas Barakat
,
Ilyas Fatkhullin
,
Niao He
Reinforcement Learning with General Utilities: Simpler Variance Reduction and Large State-Action Space.
CoRR
(2023)
Ilyas Fatkhullin
,
Anas Barakat
,
Anastasya Kireeva
,
Niao He
Stochastic Policy Gradient Methods: Improved Sample Complexity for Fisher-non-degenerate Policies.
CoRR
(2023)
Jiduan Wu
,
Anas Barakat
,
Ilyas Fatkhullin
,
Niao He
Learning Zero-Sum Linear Quadratic Games with Improved Sample Complexity.
CoRR
(2023)
Anas Barakat
,
Pascal Bianchi
,
Julien Lehmann
Analysis of a Target-Based Actor-Critic Algorithm with Linear Function Approximation.
AISTATS
(2022)
Anas Barakat
,
Pascal Bianchi
Convergence and Dynamical Behavior of the ADAM Algorithm for Nonconvex Stochastic Optimization.
SIAM J. Optim.
31 (1) (2021)
Anas Barakat
,
Pascal Bianchi
,
Julien Lehmann
Analysis of a Target-Based Actor-Critic Algorithm with Linear Function Approximation.
CoRR
(2021)
Anas Barakat
,
Pascal Bianchi
Convergence Rates of a Momentum Algorithm with Bounded Adaptive Step Size for Nonconvex Optimization.
ACML
(2020)
Anas Barakat
,
Pascal Bianchi
Convergence Analysis of a Momentum Algorithm with Adaptive Step Size for Non Convex Optimization.
CoRR
(2019)
Anas Barakat
,
Pascal Bianchi
Convergence of the ADAM algorithm from a Dynamical System Viewpoint.
CoRR
(2018)