Shahriar Talebi

34 papers A* 2B 1C 3Journal 17Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Hereditary Geometric Meta-RL: Nonlocal Generalization via Task Symmetries.
CoRR
Paul Nitschke, Shahriar Talebi
2025 C conf
Ergodic-Risk Constrained Policy Optimization: The Linear Quadratic Case.
ACC
Shahriar Talebi, Na Li
2025 J jnl
Ergodic-Risk Constrained Policy Optimization: The Linear Quadratic Case.
CoRR
Shahriar Talebi, Na Li
2025 C conf
Risk-sensitive Affine Control Synthesis for Stationary LTI Systems.
ACC
Yang Hu, Shahriar Talebi, Na Li
2024 J jnl
Data-Driven Structured Policy Iteration for Homogeneous Distributed Systems.
IEEE Trans. Autom. Control.
Siavash Alemzadeh, Shahriar Talebi, Mehran Mesbahi
2024 A* conf
Learning Low-dimensional Latent Dynamics from High-dimensional Observations: Non-asymptotics and Lower Bounds.
ICML
Yuyang Zhang, Shahriar Talebi, Na Li
2024 J jnl
Learning Low-dimensional Latent Dynamics from High-dimensional Observations: Non-asymptotics and Lower Bounds.
CoRR
Yuyang Zhang, Shahriar Talebi, Na Li
2024 J jnl
Policy Optimization Over Submanifolds for Linearly Constrained Feedback Synthesis.
IEEE Trans. Autom. Control.
Shahriar Talebi, Mehran Mesbahi
2024 J jnl
Policy Optimization in Control: Geometry and Algorithmic Implications.
CoRR
Shahriar Talebi, Yang Zheng, Spencer Kraisler, Na Li, Mehran Mesbahi
2024 J jnl
Risk-sensitive Affine Control Synthesis for Stationary LTI Systems.
CoRR
Yang Hu, Shahriar Talebi, Na Li
2024 J jnl
Uniform Ergodicity and Ergodic-Risk Constrained Policy Optimization.
CoRR
Shahriar Talebi, Na Li
2023 — conf
Consensus on Lie Groups for the Riemannian Center of Mass.
CDC
Spencer Kraisler, Shahriar Talebi, Mehran Mesbahi
2023 J jnl
Consensus on Lie groups for the Riemannian Center of Mass.
CoRR
Spencer Kraisler, Shahriar Talebi, Mehran Mesbahi
2023 A* conf
Data-driven Optimal Filtering for Linear Systems with Unknown Noise Covariances.
NeurIPS
Shahriar Talebi, Amirhossein Taghvaei, Mehran Mesbahi
2023 J jnl
Data-driven Optimal Filtering for Linear Systems with Unknown Noise Covariances.
CoRR
Shahriar Talebi, Amirhossein Taghvaei, Mehran Mesbahi
2023 — conf
Distributed Consensus on Manifolds using the Riemannian Center of Mass.
CCTA
Spencer Kraisler, Shahriar Talebi, Mehran Mesbahi
2023 C conf
Duality-Based Stochastic Policy Optimization for Estimation with Unknown Noise Covariances.
ACC
Shahriar Talebi, Amirhossein Taghvaei, Mehran Mesbahi
2022 J jnl
Duality-Based Stochastic Policy Optimization for Estimation with Unknown Noise Covariances.
CoRR
Shahriar Talebi, Amirhossein Taghvaei, Mehran Mesbahi
2022 J jnl
On Regularizability and Its Application to Online Control of Unstable LTI Systems.
IEEE Trans. Autom. Control.
Shahriar Talebi, Siavash Alemzadeh, Niyousha Rahimi, Mehran Mesbahi
2022 J jnl
Policy Optimization over Submanifolds for Constrained Feedback Synthesis.
CoRR
Shahriar Talebi, Mehran Mesbahi
2022 — conf
Riemannian Constrained Policy Optimization via Geometric Stability Certificates
CDC
Shahriar Talebi, Mehran Mesbahi
2021 J jnl
D3PI: Data-Driven Distributed Policy Iteration for Homogeneous Interconnected Systems.
CoRR
Siavash Alemzadeh, Shahriar Talebi, Mehran Mesbahi
2021 — conf
Distributed Model-Free Policy Iteration for Networks of Homogeneous Systems.
CDC
Shahriar Talebi, Siavash Alemzadeh, Mehran Mesbahi
2021 — conf
On Controllability and Persistency of Excitation in Data-Driven Control: Extensions of Willems' Fundamental Lemma.
CDC
Yue Yu, Shahriar Talebi, Henk J. van Waarde, Ufuk Topcu, Mehran Mesbahi, Behçet Açikmese
2021 J jnl
On Controllability and Persistency of Excitation in Data-Driven Control: Extensions of Willems' Fundamental Lemma.
CoRR
Yue Yu, Shahriar Talebi, Henk J. van Waarde, Ufuk Topcu, Mehran Mesbahi, Behçet Açikmese
2020 J jnl
Deep Learning-based Resource Allocation for Infrastructure Resilience.
CoRR
Siavash Alemzadeh, Hesam Talebiyan, Shahriar Talebi, Leonardo Dueñas-Osorio, Mehran Mesbahi
2020 J jnl
Online Regulation of Unstable LTI Systems from a Single Trajectory.
CoRR
Shahriar Talebi, Siavash Alemzadeh, Niyousha Rahimi, Mehran Mesbahi
2020 — conf
Online Regulation of Unstable Linear Systems from a Single Trajectory.
CDC
Shahriar Talebi, Siavash Alemzadeh, Niyousha Rahimi, Mehran Mesbahi
2020 B conf
Resource Allocation for Infrastructure Resilience using Artificial Neural Networks.
ICTAI
Siavash Alemzadeh, Hesam Talebiyan, Shahriar Talebi, Leonardo Dueñas-Osorio, Mehran Mesbahi
2019 — conf
Cooperative Design of Systems of Systems Against Attack on One Subsystem.
CDC
Shahriar Talebi, Marwan A. Simaan, Zhihua Qu
2019 — conf
Decision-Making in Complex Dynamical Systems of Systems With One Opposing Subsystem.
ECC
Shahriar Talebi, Marwan A. Simaan, Zhihua Qu
2019 — conf
Distributed Learning in Network Games: a Dual Averaging Approach.
CDC
Shahriar Talebi, Siavash Alemzadeh, Lillian J. Ratliff, Mehran Mesbahi
2017 — conf
Cooperative, non-cooperative and greedy pursuers strategies in multi-player pursuit-evasion games.
CCTA
Shahriar Talebi, Marwan A. Simaan, Zhihua Qu
2017 — conf
Multi-pursuer pursuit-evasion games under parameters uncertainty: A Monte Carlo approach.
SoSE
Shahriar Talebi, Marwan A. Simaan