Ergodic-risk Criterion for Stochastically Stabilizing Policy Optimization
Fuente:
arXiv
Saved in:
| Main Authors: | Talebi, Shahriar, Li, Na |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Ergodic-Risk Constrained Policy Optimization: The Linear Quadratic Case
by: Talebi, Shahriar, et al.
Published: (2025)
by: Talebi, Shahriar, et al.
Published: (2025)
Learning Kalman Policy for Singular Unknown Covariances via Riemannian Regularization
by: Bier, Larsen, et al.
Published: (2026)
by: Bier, Larsen, et al.
Published: (2026)
Policy Optimization in Control: Geometry and Algorithmic Implications
by: Talebi, Shahriar, et al.
Published: (2024)
by: Talebi, Shahriar, et al.
Published: (2024)
Hereditary Geometric Meta-RL: Nonlocal Generalization via Task Symmetries
by: Nitschke, Paul, et al.
Published: (2026)
by: Nitschke, Paul, et al.
Published: (2026)
Exponential Stability of Primal-Dual Gradient Dynamics with Non-Strong Convexity
by: Chen, Xin, et al.
Published: (2019)
by: Chen, Xin, et al.
Published: (2019)
Non-Ergodic Convergence Algorithms for Distributed Consensus and Coupling-Constrained Optimization
by: Qiu, Chenyang, et al.
Published: (2025)
by: Qiu, Chenyang, et al.
Published: (2025)
Stabilizing Rate of Stochastic Control Systems
by: Jia, Hui, et al.
Published: (2025)
by: Jia, Hui, et al.
Published: (2025)
Near-Optimal Performance of Stochastic Model Predictive Control
by: Shin, Sungho, et al.
Published: (2022)
by: Shin, Sungho, et al.
Published: (2022)
Stochastic MPC with Online-optimized Policies and Closed-loop Guarantees
by: Bartos, Marcell, et al.
Published: (2025)
by: Bartos, Marcell, et al.
Published: (2025)
Performance Bounds for Rollout Policies in Stochastic Shortest Path Problems
by: Hansson, Anders, et al.
Published: (2026)
by: Hansson, Anders, et al.
Published: (2026)
Distributed Stochastic Bilevel Optimization: Improved Complexity and Heterogeneity Analysis
by: Niu, Youcheng, et al.
Published: (2023)
by: Niu, Youcheng, et al.
Published: (2023)
Incremental Input-to-State Stability and Equilibrium Tracking for Stochastic Contracting Dynamics
by: Kawano, Yu, et al.
Published: (2026)
by: Kawano, Yu, et al.
Published: (2026)
Continuous-Time Zeroth-Order Dynamics with Projection Maps: Model-Free Feedback Optimization with Safety Guarantees
by: Chen, Xin, et al.
Published: (2023)
by: Chen, Xin, et al.
Published: (2023)
Distributionally Robust Stochastic MPC under Disturbance-Affine Feedback Policies
by: Chen, Xu, et al.
Published: (2026)
by: Chen, Xu, et al.
Published: (2026)
Scaled Relative Graph Analysis of Lur'e Systems and the Generalized Circle Criterion
by: Krebbekx, Julius P. J., et al.
Published: (2024)
by: Krebbekx, Julius P. J., et al.
Published: (2024)
Risk-Aware Fixed-Time Stabilization of Stochastic Systems under Measurement Uncertainty
by: Black, Mitchell, et al.
Published: (2024)
by: Black, Mitchell, et al.
Published: (2024)
Unique Ergodicity in the Interconnections of Ensembles with Applications to Two-Sided Markets
by: Griggs, Wynita M., et al.
Published: (2021)
by: Griggs, Wynita M., et al.
Published: (2021)
Approximate Solution Methods for the Average Reward Criterion in Optimal Tracking Control of Linear Systems
by: Nguyen, Duc Cuong
Published: (2025)
by: Nguyen, Duc Cuong
Published: (2025)
Robustness and Approximation of Discrete-time Mean-field Games under Discounted Cost Criterion
by: Aydın, Uğur, et al.
Published: (2023)
by: Aydın, Uğur, et al.
Published: (2023)
Stabilizing Optimal Control for Nonlinear Stochastic Systems: A Parametric Gradient-Based Approach
by: Ito, Yuji, et al.
Published: (2025)
by: Ito, Yuji, et al.
Published: (2025)
Incremental Policy Iteration for Unknown Nonlinear Systems with Stability and Performance Guarantees
by: Meng, Qingkai, et al.
Published: (2025)
by: Meng, Qingkai, et al.
Published: (2025)
A Multi-Criterion Approach to Smart EV Charging with CO2 Emissions and Cost Minimization
by: Calafiore, Giuseppe C., et al.
Published: (2025)
by: Calafiore, Giuseppe C., et al.
Published: (2025)
Zeroth-Order Constrained Optimization from a Control Perspective via Feedback Linearization
by: Zhang, Runyu, et al.
Published: (2025)
by: Zhang, Runyu, et al.
Published: (2025)
Unsafe Probabilities and Risk Contours for Stochastic Processes using Convex Optimization
by: Miller, Jared, et al.
Published: (2024)
by: Miller, Jared, et al.
Published: (2024)
A Stochastic Operator Framework for Optimization and Learning with Sub-Weibull Errors
by: Bastianello, Nicola, et al.
Published: (2021)
by: Bastianello, Nicola, et al.
Published: (2021)
Stochastic Differential Dynamic Programming for Trajectory Optimization under Partial Observability
by: Fujiwara, Masahiro, et al.
Published: (2026)
by: Fujiwara, Masahiro, et al.
Published: (2026)
A Momentum-based Stochastic Algorithm for Linearly Constrained Nonconvex Optimization
by: Qiu, Chenyang, et al.
Published: (2026)
by: Qiu, Chenyang, et al.
Published: (2026)
Difference Between Cyclic and Distributed Approach in Stochastic Optimization for Multi-agent System
by: Shi, Jiahao, et al.
Published: (2024)
by: Shi, Jiahao, et al.
Published: (2024)
A Class of Convex Optimization-Based Recursive Algorithms for Identification of Stochastic Systems
by: Ding, Mingxia, et al.
Published: (2024)
by: Ding, Mingxia, et al.
Published: (2024)
Trajectory Optimization of Stochastic Systems under Chance Constraints via Set Erosion
by: Liu, Zishun, et al.
Published: (2025)
by: Liu, Zishun, et al.
Published: (2025)
Two-Timescale Asymptotic Simulations of Hybrid Inclusions with Applications to Stochastic Hybrid Optimization
by: Crisafulli, Max F., et al.
Published: (2026)
by: Crisafulli, Max F., et al.
Published: (2026)
Data-Enabled Policy Optimization for Direct Adaptive Learning of the LQR
by: Zhao, Feiran, et al.
Published: (2024)
by: Zhao, Feiran, et al.
Published: (2024)
Policy Optimization with Differentiable MPC: Convergence Analysis under Uncertainty
by: Zuliani, Riccardo, et al.
Published: (2026)
by: Zuliani, Riccardo, et al.
Published: (2026)
Policy Optimization in Robust Control: Weak Convexity and Subgradient Methods
by: Watanabe, Yuto, et al.
Published: (2025)
by: Watanabe, Yuto, et al.
Published: (2025)
(Corrected Version) Push-LSVRG-UP: Distributed Stochastic Optimization over Unbalanced Directed Networks with Uncoordinated Triggered Probabilities
by: Hu, Jinhui, et al.
Published: (2023)
by: Hu, Jinhui, et al.
Published: (2023)
On-Line Policy Iteration with Trajectory-Driven Policy Generation
by: Li, Yuchao, et al.
Published: (2026)
by: Li, Yuchao, et al.
Published: (2026)
An Iterative Problem-Driven Scenario Reduction Framework for Stochastic Optimization with Conditional Value-at-Risk
by: Zhuang, Yingrui, et al.
Published: (2025)
by: Zhuang, Yingrui, et al.
Published: (2025)
Risk-sensitive Affine Control Synthesis for Stationary LTI Systems
by: Hu, Yang, et al.
Published: (2024)
by: Hu, Yang, et al.
Published: (2024)
Input-to-State Stability of Newton Methods for Generalized Equations in Nonlinear Optimization
by: Cunis, Torbjørn, et al.
Published: (2024)
by: Cunis, Torbjørn, et al.
Published: (2024)
Decentralized Feedback Optimization via Sensitivity Decoupling: Stability and Sub-optimality
by: Wang, Wenbin, et al.
Published: (2023)
by: Wang, Wenbin, et al.
Published: (2023)
Similar Items
-
Ergodic-Risk Constrained Policy Optimization: The Linear Quadratic Case
by: Talebi, Shahriar, et al.
Published: (2025) -
Learning Kalman Policy for Singular Unknown Covariances via Riemannian Regularization
by: Bier, Larsen, et al.
Published: (2026) -
Policy Optimization in Control: Geometry and Algorithmic Implications
by: Talebi, Shahriar, et al.
Published: (2024) -
Hereditary Geometric Meta-RL: Nonlocal Generalization via Task Symmetries
by: Nitschke, Paul, et al.
Published: (2026) -
Exponential Stability of Primal-Dual Gradient Dynamics with Non-Strong Convexity
by: Chen, Xin, et al.
Published: (2019)