Results 11 to 20 of about 2,892,641 (307)
Model-Free Connectedness Measures
SSRN Electronic Journal, 2023 This paper introduces a model-free connectedness approach by constraining the model-based connectedness approach of Diebold and Yilmaz (2012). By doing so, we demonstrate how the adoption of this benchmark model is relevant for statistical, theoretical ...
David Gabauer +2 more
openaire +2 more sources
Model-free reinforcement learning with a non-linear reconstructor for closed-loop adaptive optics control with a pyramid wavefront sensor [PDF]
, 2022 We present a model-free reinforcement learning (RL) predictive model with a supervised learning non-linear reconstructor for adaptive optics (AO) control with a pyramid wavefront sensor (P-WFS). First, we analyse the additional problems of training an RL
Gratadour, Damien +4 more
core +1 more source
Complete model-free sliding mode control (CMFSMC)
, 2021 This study presents a complete model-free sliding mode control (CMFSMC) framework for the control of continuous-time non-affine nonlinear dynamic systems with unknown models. The novelty lies in the introduction of two equalities to assign the derivative
Zhu, Quanmin, Quanmin Zhu
core +2 more sources
IEEE Access, 2021 Model-free predictive current control (MFPCC) is a promising substitute for model predictive current control (MPCC). However, the performance of the MFPCC, to a large extent, hinges on the update frequency of its lookup table.
Crestian Almazan Agustin +4 more
doaj +1 more source
Model-Free PI/PID Controller Tuning of Higher Order Nonlinear Dynamic Systems [PDF]
Modeling, Identification and Control, 2019 This paper concerns model-free PI/PID controller tuning of possible (nonlinear) higher order systems. The method can be considered as a three-step procedure.
Christer Dalen, David Di Ruscio
doaj +1 more source
Drones, 2023 In the past few decades, drones have become lighter, with longer hang times, and exhibit more agile performance. To maximize their capabilities during flights in complex environments, researchers have proposed various model-based perception, planning ...
Hongxun Liu, Satoshi Suzuki
doaj +1 more source
On the Six-Vertex Model’s Free Energy
Communications in Mathematical Physics, 2022 AbstractIn this paper, we provide new proofs of the existence and the condensation of Bethe roots for the Bethe Ansatz equation associated with the six-vertex model with periodic boundary conditions and an arbitrary density of up arrows (per line) in the regime$$\Delta <1$$Δ<1.
Hugo Duminil-Copin +4 more
openaire +3 more sources
Metacontrol of decision-making strategies in human aging
eLife, 2019 Humans employ different strategies when making decisions. Previous research has reported reduced reliance on model-based strategies with aging, but it remains unclear whether this is due to cognitive or motivational factors. Moreover, it is not clear how
Florian Bolenz +3 more
doaj +1 more source
IEEE Transactions on Automatic Control, 2017 Given a static plant described by a differentiable input-output function, which is completely unknown, but whose Jacobian takes values in a known polytope in the matrix space, this paper considers the problem of tuning (i.e., driving to a desired value) the output, by suitably choosing the input.
Franco Blanchini +3 more
openaire +4 more sources
Model-Free Model Reconciliation [PDF]
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019 Designing agents capable of explaining complex sequential decisions remains a significant open problem in human-AI interaction. Recently, there has been a lot of interest in developing approaches for generating such explanations for various decision-making paradigms. One such approach has been the idea of explanation as model-reconciliation.
Sarath Sreedharan +3 more
openaire +2 more sources