Optimisation & control
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- Renyi's Relative Entropy Lyapunov Functional for Convergence to Invariant Measure in Dissipative Stochastic Hamiltonian Systems
- Bellman Policy Optimization
- An Adaptive Linesearch-free Method for Monotone Variational Inequalities under Local Lipschitz Continuity
- An Lp-Variational Formula on Wiener Space
- Revisiting Proximal Bundle Methods: Improved Rates under H{ö}lder Smoothness
- When Should a World Model Move? Loss-Conditioned State Execution
- A Generalized Stability Theorem for Interconnections of Dissipative Behaviors
- Solving Finite-sum Coupled Compositional Optimization via Multi-block-Single-probe Estimator
- Projection-Free Multi-level Algorithms for Stochastic Constrained Compositional Optimization
- Classical Solutions for a Finite-Horizon Exit-Time Problem with Degenerate Diffusion Control
- Deterministically Optimal Robust Exact Differentiators of Arbitrary Order
- Joint Design of Time-of-Use Schedules and Price Levels: a Bilevel Model with Client Participation and Load Flexibility
- Eventual convexity for separable chance constraints with skewed generalized hyperbolic random variables
- Directionally Fine Families of Cones: Construction Principles, Approximation, and Separation
- Characterizing variation bounding in discrete-time Hankel operators
- Integer Maximization over ℓp Balls: Hardness and Exact Algorithms
- Learning to Solve Stochastic Controls with Unknown Drifts and Running Rewards: Theory, Algorithms and Convergence
- High-Probability Nash Regret for Decentralized Learning in Markov α-Potential Games: Episodic and Fully Online Asynchronous Algorithms with Applications to Markov Congestion Games
- Distributed Fast Fixed-Point Algorithms for Composite Monotone Inclusions over Networks
- The Heavy Chain PDE: Rapid Stabilization by Backstepping
- Stabilization of a Heterodirectional Bradytachic (1D, 2D) PDE Pair
- Steady-State Convergence of Stochastic Approximation
- Verifying performance, stability, and feasibility of inexact non-linear model predictive controllers
- Solving Large-Scale Sparse Linear Complementarity Problems Using a Relaxed Shifted Matrix-Splitting Modulus-Based Iteration Method
- Preconditioned Hyperbolic Smoothing Modified L-BFGS Algorithms for Finite Minimax Problems