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A Q‐Learning Algorithm to Solve the Two‐Player Zero‐Sum Game Problem for Nonlinear Systems

International Journal of Adaptive Control and Signal Processing, Volume 39, Issue 3, Page 566-581, March 2025.
A Q‐learning algorithm to solve the two‐player zero‐sum game problem for nonlinear systems. ABSTRACT This paper deals with the two‐player zero‐sum game problem, which is a bounded L2$$ {L}_2 $$‐gain robust control problem. Finding an analytical solution to the complex Hamilton‐Jacobi‐Issacs (HJI) equation is a challenging task.
Afreen Islam, Anthony Siming Chen, Guido Herrmann   +2 more
wiley   +1 more source

Facile electrochemical fabrication of GO@ZnO@MnO₂ nanocomposite for catalytic ozonation of ciprofloxacin: experimental optimization and machine learning modeling. [PDF]

RSC Adv
Van HT, Hoang LP, Hoang VH, Nguyen THV, Nguyen TD, Chu THH, Nguyen TH, Thuy Trang VT, Nguyen VT, Phuong Nguyen TM.   +9 more
europepmc   +1 more source

On Intention and Fluctuations in the Coordination Dynamics of Animate Movement. [PDF]

Entropy (Basel)
Dechaux A, Sloan AT, Kelso JAS.
europepmc   +1 more source

How Silica Surface Chemistry Modulates Interfacial Water: Insights from Machine Learning Molecular Dynamics. [PDF]

ACS Appl Mater Interfaces
Pham CH, Berrens ML, Calegari Andrade MF, Goldman N, Esposito DV, Ogitsu T, Pham TA.   +6 more
europepmc   +1 more source

Exact wave structures in magneto-optic soliton channels governed by Kudryashov-type coupled Schrödinger dynamics. [PDF]

Sci Rep
Tarek A, Ahmed HM, Badra N, Samir I.
europepmc   +1 more source

Solar-Driven Photocatalytic Degradation of Dye Pollutant Using MnO₂-Modified Biochar via Fenton-like Reactions. [PDF]

Polymers (Basel)
Sandoval JAS, Ragib AA, Kozinski J, Rakshit SK, Kang K.   +4 more
europepmc   +1 more source

Purcell swimmer near a wall. [PDF]

Meccanica
Micalizio E, Morandotti M, Shum H, Zoppello M.   +3 more
europepmc   +1 more source