Designing Transmission Strategies for Enhancing Communications in Medical IoT Using Markov Decision Process

Using Markov decision process for learning dialogue strategies

In this paper we introduce a stochastic model for dialogue systems based on Markov decision process. Within this framework we show that the problem of dialogue strategy design can be stated as an optimization problem, and solved by a variety of methods, including the reinforcement learning approach. The advantages of this new paradigm include objective evaluation of dialogue systems and their a...

Optimizing Red Blood Cells Consumption Using Markov Decision Process

In healthcare systems, one of the important actions is related to perishable products such as red blood cells (RBCs) units that its consumption management in different periods can contribute greatly to the optimality of the system. In this paper, main goal is to enhance the ability of medical community to organize the RBCs units’ consumption in way to deliver the unit order timely with a focus ...

analysis of ruin probability for insurance companies using markov chain

در این پایان نامه نشان داده ایم که چگونه می توان مدل ریسک بیمه ای اسپیرر اندرسون را به کمک زنجیره های مارکوف تعریف کرد. سپس به کمک روش های آنالیز ماتریسی احتمال برشکستگی ، میزان مازاد در هنگام برشکستگی و میزان کسری بودجه در زمان وقوع برشکستگی را محاسبه کرده ایم. هدف ما در این پایان نامه بسیار محاسباتی و کاربردی تر از روش های است که در گذشته برای محاسبه این احتمال ارائه شده است. در ابتدا ما نشا...

Using Markov Decision Process for Construction Site Management in Cameroon

Building construction sites are enclosed and restricted environments with minimal space to maneuver objects. Thus the organisational management of cost control, time and quality of construction projects is a huge challenge. Methods of project management commonly used by companies in developing countries are essentially planning schedules. Often, these methods are based on the assumption that co...

Modeling Medical Treatment Using Markov Decision Processes