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Controller exploitation-exploration reinforcement learning architecture for computing near-optimal policies.

, , и . Soft Comput., 23 (11): 3591-3604 (2019)

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Alexander S hmidtchen

Alexander S Busch

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Structure adaptation of stochastic neural nets using learning automata technique., и . Int. J. Systems Science, 29 (2): 139-148 (1998)Neural Adaptive Control of Two-Link Manipulator with Sliding Mode Compensation., , и . ICRA, стр. 3122-3127. IEEE Robotics and Automation Society, (1999)Minimization of the unmatched disturbances in the sliding mode control systems via invariant ellipsoid method., и . CCA/ISIC, стр. 1122-1127. IEEE, (2009)Constrained Extremum Seeking with Function Measurements Disturbed by Stochastic Noise., , и . CCE, стр. 1-4. IEEE, (2018)Continuous-Time Extremum Seeking with Function Measurements Disturbed by Stochastic Noise: A Synchronous Detection Approach., , и . CCE, стр. 1-5. IEEE, (2018)Robust Stabilization of linear stochastic differential models with additive and multiplicative diffusion via attractive ellipsoid techniques., , и . CCE, стр. 1-6. IEEE, (2011)Min-max piecewise constant optimal control for multi-model linear systems., , и . IMA J. Math. Control. Inf., 33 (4): 1157-1176 (2016)Sliding-Mode Control of Full-State Constraint Nonlinear Systems: A Barrier Lyapunov Function Approach., , и . IEEE Trans. Syst. Man Cybern. Syst., 52 (10): 6593-6606 (2022)On the Dynamic Programming approach to multi-model robust optimal control problems., , и . ACC, стр. 4468-4473. IEEE, (2008)Adaptive zero-sum stochastic game for two finite Markov chains., и . CDC, стр. 717-722. IEEE, (2000)