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27 Jan 2023: MN w,XU4QTgU4%Xc_ 4[VQT]4Q;]QZ46[dU N op_[VU VQTa%od[V%D[dQ][VUOva N dUDU_ ZX[ZgV N ... $ %'&. Op. tim. al. Mix. ing. Pro. po. rtio.

13 Feb 2023: The EPCAobjective function can be seen as the likelihood function of a probabilistic model, and hence this op-timisation corresponds to maximum a posteriori (MAP) learning.

13 Feb 2023: Finally, we demonstratethe Student-t process on regression and Bayesian op-timization problems in section 5. ... V. Picheny, T. Wagner, and D. Ginsbourger. A Bench-mark of Kriging-Based Infill Criteria for Noisy Op-timization.

27 Jan 2023: q(xK1; xK , θ′, y) TK1(xK1; xK , θ′, θ̂(y)). q(x1; x2, θ′, y) T1(x1; x2, θ′, θ̂(y)) ,. (16). where Tk are the corresponding reverse transition ... This simulates an ideal casewhere the energy levels are close, or the transition op-erators

19 Jun 2024: Kappen, H. Path integrals and symmetry breaking for op-timal control theory.

19 Jun 2024: Genevay, A., Cuturi, M., Peyré, G., and Bach, F.(2016). Stochastic Optimization for Large-scale Op-timal Transport. ... 2018). Computational Op-timal Transport. arXiv. Pitié, F., Kokaram, A. C., and Dahyot, R.

27 Jan 2023: In (7),φi is the product of ti and φ(xi). By contrast, Op-per and Winther estimate the error probability by1N.

13 Feb 2023: In (7),φi is the product of ti and φ(xi). By contrast, Op-per and Winther estimate the error probability by1N.

13 Feb 2023: may be updated in O(K2) time. However, the remain-ing matrix products require O(N 2K) and O(N 2D) op-erations respectively.

13 Feb 2023: Rasmussen1,2. Abstract— In general, it is difficult to determine an op-timal closed-loop policy in nonlinear control problems withcontinuous-valued state and control domains.