Cover Image

Convex Regularization and Convergence of Policy Gradient Flows under Safety Constraints

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Malo, Pekka, Viitasaari, Lauri, Suominen, Antti, Vilkkumaa, Eeva, Tahvonen, Olli
Format:	Preprint
Published:	2024
Subjects:	Machine Learning Artificial Intelligence Optimization and Control Probability 90C26, 90C40, 90C46, 93E20, 60B05
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Structure, Analysis, and Synthesis of First-Order Algorithms
by: Miller, Jared, et al.
Published: (2026)

New results on the local-nonglobal minimizers of the generalized trust-region subproblem
by: Ai, Wenbao, et al.
Published: (2024)

Benign landscapes of low-dimensional relaxations for orthogonal synchronization on general graphs
by: McRae, Andrew D., et al.
Published: (2023)

Hidden convexity of quadratic systems and its application to quadratic programming
by: Huy, Nguyen Quang, et al.
Published: (2026)

A minimal face constant rank constraint qualification for reducible conic programming
by: Andreani, Roberto, et al.
Published: (2023)

Optimization over convex polyhedra via Hadamard parametrizations
by: Tang, Tianyun, et al.
Published: (2024)

Closing the duality gap of the generalized trace ratio problem
by: Yang, Meijia, et al.
Published: (2024)

Optimality Conditions and Duality for Multiobjective Fractional Bilevel Optimization Problems
by: Lara, Felipe, et al.
Published: (2025)

Cardinality-Constrained Multi-Objective Optimization: Novel Optimality Conditions and Algorithms
by: Lapucci, Matteo, et al.
Published: (2023)

Relaxations of KKT Conditions do not Strengthen Finite RLT and SDP-RLT Bounds for Nonconvex Quadratic Programs
by: Yildirim, E. Alper
Published: (2025)

Convergence, Duality and Well-Posedness in Convex Bilevel Optimization
by: Giang-Tran, Khanh-Hung, et al.
Published: (2025)

Multiobjective Programming and Weighting Scalar Problem
by: Ivanov, Vsevolod I.
Published: (2025)

Stochastic Gradient Descent Revisited
by: Louzi, Azar
Published: (2024)

ZOBA: An Efficient Single-loop Zeroth-order Bilevel Optimization Algorithm
by: Rando, Marco, et al.
Published: (2026)

A sensitivity-based method for bilevel optimization problems: Theoretical analysis and computational performance
by: Nolasco, Eduardo, et al.
Published: (2025)

Process-Based Lagrange Multipliers for Nonconvex Set-Valued Optimization
by: García-Castaño, Fernando, et al.
Published: (2026)

A Globally Convergent Gradient Method with Momentum
by: Lapucci, Matteo, et al.
Published: (2024)

A Fisher-Rao gradient flow for entropy-regularised Markov decision processes in Polish spaces
by: Kerimkulov, Bekzhan, et al.
Published: (2023)

Sublinear Scalarizations for Proper and Approximate Proper Efficient Points in Nonconvex Vector Optimization
by: García-Castaño, Fernando, et al.
Published: (2024)

Optimization Problems with Nearly Convex Objective Functions and Nearly Convex Constraint Sets
by: Thieu, Nguyen Nang, et al.
Published: (2026)

Interval-Valued Optimization Problems for Strongly LU-E-Invex and Strongly LU-E-Preinvex Functions
by: Tauheed, et al.
Published: (2026)

Low solution rank of the matrix LASSO under RIP with consequences for rank-constrained algorithms
by: McRae, Andrew D.
Published: (2024)

Deep Relaxation of Controlled Stochastic Gradient Descent via Singular Perturbations
by: Bardi, Martino, et al.
Published: (2022)

Splitting the Conditional Gradient Algorithm
by: Woodstock, Zev, et al.
Published: (2023)

A modified exact penalty approach for general constrained $\ell_0$-sparse optimization problems
by: Kanzow, Christian, et al.
Published: (2025)

Solving Sparse MIQCQPs: Application to the Unit Commitment Problem with ACOPF Constraints
by: Gómez-Casares, Ignacio, et al.
Published: (2025)

Aubin Property and Strong Regularity Are Equivalent for Nonlinear Second-Order Cone Programming
by: Chen, Liang, et al.
Published: (2024)

Extending Linear Convergence of the Proximal Point Algorithm: The Quasar-Convex Case
by: de Brito, José, et al.
Published: (2025)

Extending Exact Convex Relaxations of Quadratically Constrained Quadratic Programs
by: Kojima, Masakazu, et al.
Published: (2025)

Stochastic Optimization under Hidden Convexity
by: Fatkhullin, Ilyas, et al.
Published: (2023)

Further Development in Convex Conic Reformulation of Geometric Nonconvex Conic Optimization Problems
by: Arima, Naohiko, et al.
Published: (2023)

Second-Order Necessary Conditions, Constraint Qualifications and Exact Penalty for Mathematical Programs with Switching Constraints
by: Chen, Jiawei, et al.
Published: (2024)

Riemannian Gradient Method with Momentum
by: Leggio, Filippo, et al.
Published: (2026)

A Moment-SOS Hierarchy for Robust Polynomial Matrix Inequality Optimization with SOS-Convexity
by: Guo, Feng, et al.
Published: (2023)

Solving Regularized Multifacility Location Problems with Unknown Number of Centers via Difference-of-Convex Optimization
by: Geremew, W., et al.
Published: (2026)

A Generalized Version of Chung's Lemma and its Applications
by: Jiang, Li, et al.
Published: (2024)

Star Quasiconvexity: a Unified Approach for Linear Convergence of First-Order Methods Beyond Convexity
by: Khanh, Phan Quoc, et al.
Published: (2025)

Outer Approximation Scheme for Weakly Convex Constrained Optimization Problems
by: Bednarczuk, Ewa M., et al.
Published: (2024)

Norm-induced Cuts: Outer Approximation for Lipschitzian Constraint Functions
by: Göß, Adrian, et al.
Published: (2024)

On Constraint Qualifications for MPECs with Applications to Bilevel Hyperparameter Optimization for Machine Learning
by: Li, Jiani, et al.
Published: (2025)