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The AIMS Conference Series
The scheduling for individual talk is undergoing. If you have any questions please contact your session organizers directly.
Special Session 37: Recent development of stochastic optimal control, applications and deep learning methods
Organizer(s): Omar KEBIRI
Parallel Session 1 :: Monday, 07/06, 13:30 – 16:00 Room 436
13:30-14:00
Jing Zhang
(Fudan University, Peoples Rep of China)
Stochastic Differential Games with Random Coefficients and Stochastic Hamilton-Jacobi-Bellman-Isaacs Equations
14:00-14:30
Qingmeng Wei
(Northeast Normal University, Peoples Rep of China)
Time-Inconsistent Stochastic Optimal Control Problems in Infinite Time Horizon
14:30-15:00
Mariusz Michta
(Institute of Mathematics, University of Zielona Gora, Poland)
Filippov`s Theorem for stochastic differential inclusions driven by semimartingales
15:00-15:30
Xin Zhang
(NYU, USA)
Second-order PDEs on Wasserstein Space
15:30-16:00
Alex Tse
(University College London, England)
Optimal Market-Making with Hawkes Process: A Markovian Approximation Approach via Mercer`s Expansion
Parallel Session 2 :: Monday, 07/06, 16:30-19:00 Room 436
16:30-17:00
Xiang Yu
(The Hong Kong Polytechnic University, Hong Kong)
Continuous-time reinforcement learning for optimal switching over multiple regimes
17:00-17:30
ES-SAKY El Hassan
(Cadi Ayyad University, Polydisciplinary Faculty of Safi, Morocco)
Quadratic BSDEs Subject to Irregular Obstacle Constraints
17:30-18:00
Hanane Ben-Gherbal
(University of Mohamed Khider, Biskra, Algeria)
Pontryagin Maximum Principle for Reflected BSDEs under State Constraints
18:00-18:30
Wilfried Kenmoe Nzali
(Weierstrass Institute for Applied Analysis and Stochastics(WIAS-Berlin), Germany)
Stochastic optimal control of battery storage with SEI driven degradation in volatile electricity markets.
Parallel Session 3 :: Tuesday, 07/07, 8:00-10:00 Room 436
8:00-8:30
Antonis Papapantoleon
(TU Delft, Netherlands)
Deep gradient flow methods for PDEs and applications in finance
8:30-9:00
Chao Zhu
(University of Wisconsin-Milwaukee, USA)
Long-Term Average Impulse Control with Mean Field Interactions
9:00-9:30
Calvin Tadmon
(University of Dschang, Cameroon)
A two-step stochastic model of anaerobic digestion and opportunities for biogas production
Parallel Session 4 :: Tuesday, 07/07, 13:30-16:00 Room 436
13:30-14:00
Omar KEBIRI
(BTU Cottbus-Senftenberg, Germany)
Financial Modeling with Stochastic Volatility: Connections to 2BSDEs and Deep Learning Methods
14:00-14:30
Nicolas Privault
(Nanyang Technological University, Singapore)
Stability analysis of a branching diffusion solver for semilinear heat equations
14:30-15:00
Huijie Qiao
(Southeast University, Peoples Rep of China)
Asymptotic behaviors of small perturbation for path-dependent multivalued McKean-Vlasov stochastic differential equations
15:00-15:30
Sumith Reddy Anugu
(TU Ilmenau, Germany)
Exponential Convergence of Relative Value Iteration in Ergodic Control Problems in Diffusions
15:30-16:00
Xiaofei Shi
(University of Toronto, Canada)
Generative Market Equilibrium Models with Stable Adversarial Learning via Reinforcement Link
Parallel Session 5 :: Tuesday, 07/07, 16:30-19:00 Room 436
16:30-17:00
Alexander Vladimirsky
(Cornell University, USA)
Optimality and Robustness in Path-Planning Under Initial Uncertainty
17:00-17:30
Riccardo Saporiti
(EPFL, Switzerland)
Optimal Energy Management via Extended McKean-Vlasov Stochastic Control; a Lagrange Relaxation formulation
17:30-18:00
Khelifa Berkane
(University of BTU Cottbus-Senftenberg, Germany)
Modeling Long-Memory Stochastic Dynamics in a Fractional SIRV$^{3}$S Epidemic System
18:00-18:30
Ihsan Arharas
(Linnaeus University, Sweden, Sweden)
Deep Learning for Energy Market Contracts: Dynkin Game with Doubly RBSDEs