Latest Research in Stochastic Dynamical Control

Top Research Topics in Stochastic Dynamical Control

• Optimization and Control — 41 papers
• Numerical Analysis — 31 papers
• Probability — 25 papers
• Optimization and Variational Analysis — 11 papers
• Statistics Theory — 11 papers
• Information Theory — 10 papers
• Reinforcement Learning in Robotics — 4 papers
• Advanced Thermodynamics and Statistical Mechanics — 4 papers
• Machine Learning — 4 papers
• Advanced Optimization Algorithms Research — 3 papers

Highest-Cited Papers

1. Future-Sufficient Control Quotients Robust Closure, Operational Reduction, and Physical Realization
2. The suprema of selector processes with the application to positive infinitely divisible processes
3. Future-Sufficient Control Quotients Robust Closure, Operational Reduction, and Physical Realization
4. Emergence of Sufficiency in Optimization: A Zulfia Mapping Approach
5. A Nonasymptotic Theory of Seminorm Lyapunov Stability: From Deterministic to Stochastic Iterative Algorithms
6. Emergence of Sufficiency in Optimization: A Zulfia Mapping Approach
7. Generalized Invex Functions (Φ-Univexity) in Mathematical Programming
8. Generalized Invex Functions (Φ-Univexity) in Mathematical Programming
9. On Pair Invexity and Compromise Duality in Mathematical Programming
10. On Pair Invexity and Compromise Duality in Mathematical Programming
11. Finding New Limit Points of Mahler Measure by Methods of Missing Data Restoration
12. Percolation Markov Decision Processes
13. Optimistic Estimation of Convergence in Markov Chains with the Average-Mixing Time
14. An Analysis of the Diaconis-Holmes-Neal Markov Chain Sampler Under Generalized Unimodal Underlying Probabilities
15. NEP_MiniMax: An approach for NEPs based on minimax approximation of the split coefficient vector
16. Self-Replicating Neural Cellular Automata: Quantifying Emergent Phenotypic and Genotypic Diversity in an OpenEnded Substrate
17. Point process convergence of large inradii of Poisson-Laguerre tessellations
18. Exact Series and Error-Controlled Evaluation of the Nonconvex $\ell_p$ Proximity Operator
19. A Geometric View of Adaptive Cross Approximation via Exterior Algebra
20. Newton method for set optimization problems with set-valued mapping of finitely many vector-valued functions

Sub-Regions

• Probability — 53 papers
• Optimization and Control — 45 papers
• Machine Learning — 40 papers
• Numerical Analysis — 21 papers
• Reinforcement Learning in Robotics — 21 papers
• Risk and Portfolio Optimization — 18 papers