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- 要約等...e-art research in reinforcement learning, focusing on its applications in the control and game theor......tions gathered in this book deal......s faced when using learning and adaptatio......e academic and industrial problems, such as optimization in dynamic environments with single and multipl......alysis, and online implementatio......related topics including: deep learning; artificial intelligence; app...... modality learning; and multi-agent reinforcement learning. Practicing engineers and scholars in the field of machine learning, game theory,......and autonomous control will find the Handbook of Reinforcement Learning and Control...
- 内容細目...forcement Learning for Optimal Feedback Control and Multiplaye...... Fundamental Principles of Design for Reinforcement Learning Algorithms Co......ts of Fair Machine Learning Learning-based Model R......ramework for Reinforcement Learning and Sequentia...... Analytics Trading Utility and Uncertainty: Applying the Value of Information to Re......tation Dilemma in Reinforcement Learning Multi-Agent Reinforcement Learning: Recent Advan......Applications Reinforcement Learning Applications, An Industrial Perspe......rspective of Reinforcement Learning Bounded Ratio......ability Issues in Learning, Perception, Decision-Making...
- 件名Reinforcement learning Reinforcement learning.
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- 要約等...esearch at the intersection of t......tor theory and control theory. It als......al results obtained and efficien...... developed within the framework ......ss the latest findings and techniques in several areas of control theory, including model predictive control, optimal control, observer desi......al analysis of controlled systems, addressing both theoreti......cts and presenting open research...... After a brief introduction of t......tor framework, including basic notions and definitions, the boo......t the operator in a finite-dimensional......om data. The main body of the book is divided into three parts: theoretical re...
- 内容細目...opman Operator in Active Learning for Control / Berrueta, Th...... Koopman-Based Control in Ultrahigh-Precision Positioning / Zelenika, S...... (et al.) Modeling of Advective Heat Transfer in a Practical Building Atrium via Ko......ia Delay Embedding and Extended ......nalysis of Nonlinear Consensus N...... Mousavi, Hossein K. (et al.).
- 件名Nonlinear operators. Operator theory. Control theory.
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- 要約等In this book, the......absolutely continuous stochastic processes with fixed initial and terminal distribution......ibed is Schrödinger's problem, which is originally a variatio......lks with fixed initial and terminal distributions. The stochastic optimal transp...... (SOT) is then introduced as a g......em for semimartingales with fixed initial and terminal distributions. An interpretation of......tion of Schrödinger's problem. ......fter the brief introduction abov......problem to be finite, forward ackward stochastic differential e......(SDE) for the minimizer, and so ......uperposition principle plays a crucial role in ...
- 件名Stochastic processes Tran......stical methods Stochastic Processes Proc...... stochastiques Stochastic processes. Transportation--St...
- タイトル標目SpringerBriefs in mathematics, 2191-8198
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- 要約等Artificial intelligence and digital engineering have become prevalent in business, industry, government, and academ...
- 内容細目1. Artificial Intelligence within Industrial and Systems Engineering Framework. 2.......hematical Modeling for Product D......blem for AI Gaming. 6. AI Framework for the Financial Sector. ......Prediction. 8. Stochasticity in AI Mathematical Modeling. 9. Mathemati......l Utility Modeling for AI Applic......10. Artificial Intelligence and Human Factors Integration in Additive Manufacturing. 11. AI Syste......hematical Modeling and Control of Resource Constraints. Appendix A:......tor Set Sectioning
- 件名Artificial intelligence Automatic control engineering COMPUTERS / Artificial Intelligence COMP......TERS / Programming / Systems Ana...... Electrical engineering Engineering: general Envi......al science, engineering & technology ......mics Ergonomie Ingenieurswesen, Maschinenbau allgemein Künstliche Intelligenz Mathematical modelling Other manufacturing technologies ......ECHNOLOGY & ENGINEERING / Automation
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- 内容細目The design of manufacturing systems to co...... Buzacott Modeling automated warehouses using semi-open queueing networks / Xi......rt production lines : the Markovian queueing network and the stochastic automata netwo......Models of leveling for lean manufacturing systems / Kai Furmans, Martin Veit Value of advance demand information in production and inventory systems......ion systems engineering : review and ......evelopments / Jingshan Li, Semyo......uction release control : paced, WIP-b......driven? Revisiting the push/pull......e-to-stock distinctions / George......eropoulos Queueing network model...... material handling and transportation systems /...
- 件名...ell. Manufacturing processes--Ha......atical models. Stochastic models--Handbooks, manuals, e...
- 関連情報International series in operations research & managem...
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- 要約等...and elementary introduction to stochastic control and mathematical modeling. This book is......or researchers in stochastic control theory studying its application in mathematical e......mics and those in economics who are interested in mathematical theory in control. It is also a ...... students studying applied mathe......mics, and non-linear PDE theory. Contents include the basic...... the theory of stochastic differential e......s, variational problems, problems in optimal consumption and in optimal stopping, optimal pollution control, and solving the HJB equat......tions are contained in the preliminary chapters or i...
- 内容細目...rouwer fixed point theorem H. The Ascoli-Arzelà...
- 件名Stochastic control theory. Optimal stopping (Mathematical statistics) Stochastic differential equations.
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- 要約等<p>Effects of a zero-cost interval of a running cost on exercise boundaries in stochastic impulse control problems are considered......lgorithm given in [1]. However, ...... true solution in their algorith...... under our settings here are not......ove it. Then using the valid alg...... the zero-cost intervals and the value function...
- 件名stochastic impulse control problem numerical algorithm quasi-variational inequality value function
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- 件名Applied Mathematics Control and Optimization
- 参照Modeling and computation of an integral operator......quation for an infinite-dimensional stochastic differential equation governing streamflow di...... the Maximum Principle for Optimal Control Problems of Stochastic Volterra Integral Equations with Delay
- 出版者（掲載誌）Society for Industrial & Applied Mathematics...
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- 要約等<p>Effects of a zero-cost interval of a running cost on exercise boundaries in stochastic impulse control problems are considered......lgorithm given in [1]. However, ...... true solution in their algorith...... under our settings here are not......ove it. Then using the valid alg...... the zero-cost intervals and the value function...
- 件名value function quasi-variational inequality numerical algorithm stochastic impulse control problem
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- 件名Applied Mathematics Modeling and Simulation Numerical Ana...
- 参照A simplified stochastic optimization m...... dynamics with control-dependent carrying capacity A pr......tive model for stochastic regular‐impulse population control and its applic...... to ecological problems
- 参照...t strategy for stochastic population dyn...... altivelis</i> in rivers Robust asset pricing with stochastic hyperbolic discounting Minimizing the Probabili...... of Lifetime Ruin Under Ambiguit......ts The semimartingale structure of reflecting Brownian motion Optimizing the Harvest Timing in Continuous Cover Fore...... Dynamics Modeling to Habitat Ev......solution of a singular control formulation of a GMWB pricing problem Optimal stopping in the NBA: Seque......t clock Robust stochastic control modeling of dam discha......harmful algae Finding the optimal opening time of harvesting farmed fisher......resources Handling overheads: optimal multi-met...
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- 参照Time‐average stochastic control based on a singular local Lév......l project planning under habit formation
- 著者標目Konstantin Avrachenkov Vladimir Gaitsgor...
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- 要約等<p>An inventory managem......r a factory having effects of lead times in replenishing the inventory, where ......an dynamically control the size of ordering materials. By applying the stochastic control theory, the optimal control of the ordering size is derived, in which the expe......ation time is minimized. First, a new stochastic model is const......ted for describing an inventory fluctua...... non-diffusive stochastic differential e......alytic time is introduced so that the inventory process......xt, an optimal control is formulated by introducing an evaluation......nction quantifying total costs. ......es the optimal control. Finally, the optimal control...
- 件名Inventory Optimal control Lead time Stochastic differential equation Stochastic control
- 参照...demand forecasting risk and prod...... Processes and Stochastic Calculus Optimal inventory control with path-depe......criteria A continuous production–inventory problem......helon-stock () control in two-stage serial stochastic inventory systems......or a deteriorating manufacturing system under ...... and quality Joint stochastic dynamic pricing and advertising with time-dep......amic reorder point replenishment......ated supply chain with seasonal ......t developments in dynamic advertising research Dynamic pricing and periodic ordering for a stochastic inventory system with deteriorating items Continuous inventory c...
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- 件名Applied Mathematics Control and Optimization
- 参照Indefinite LQ optimal control with equality constraint for discrete-time uncertain systems
- 著者標目Jianhui Huang Xun Li Jiongmin Yong