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Titlebook: Machine Learning, Optimization, and Data Science; 9th International Co Giuseppe Nicosia,Varun Ojha,Renato Umeton Conference proceedings 202

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,Reward Shaping for Job Shop Scheduling, relevant for flexible production scheduling in the modern era. Recently, numerous approaches for the JSP using reinforcement learning (RL) have been formulated. Different approaches employ different reward functions, but the individual effects of these reward functions on the achieved solution qual
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,A 3D Terrain Generator: Enhancing Robotics Simulations with GANs,r, developing simulation environments can be a challenging and time-consuming task. To address this issue, a proposed solution involves building a functional pipeline that generates 3D realistic terrains using Generative Adversarial Networks (GANs). By using GANs to create terrain, the pipeline can
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,Hybrid Model for Impact Analysis of Climate Change on Droughts in Indian Region,ing impacts on agriculture, water resources, and ecosystems. Hence, a framework for the prediction of droughts is necessary for mitigating its impact, as it enables authorities to prepare and respond effectively. This paper presents a hybrid model comprised of the Convolutional Neural Network and Ga
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Johannes Varga,Emil Karlsson,Günther R. Raidl,Elina Rönnberg,Fredrik Lindsten,Tobias Rodemannnd stochastic integrals. Apart from a few exceptions essentially concerning diffusion processes, it is only recently that the relation between the two theories has been thoroughly studied. The authors of this Grundlehren volume, two of the international leaders in the field, propose a systematic exp
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Margarita Zaleshina,Alexander Zaleshinhe theory of martingales, semimartingales and stochastic integrals. Apart from a few exceptions essentially concerning diffusion processes, it is only recently that the relation between the two theories has been thoroughly studied. The authors of this Grundlehren volume, two of the international lea
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