Essays about: "markov decision process"

Showing result 11 - 15 of 24 essays containing the words markov decision process.

  1. 11. Probabilistic Least-violating Control Strategy Synthesis with Safety Rules

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS); KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Ludvig Janiuk; Johan Sjölén; [2018]
    Keywords : ;

    Abstract : We consider the problem of automatic control strategy synthesis for discrete models of robotic systems, where the goal is to travel from some region to another while obeying a given set of safety rules in an environment with uncertain properties. This is a probabilistic extension of the work by Jana Tumová et al. READ MORE

  2. 12. Optimized Trade Execution with Reinforcement Learning

    University essay from Linköpings universitet/Institutionen för datavetenskap; Linköpings universitet/Institutionen för datavetenskap

    Author : Olle Dahlén; Axel Rantil; [2018]
    Keywords : Reinforcement Learning; Deep Learning; Trade Execution; Proximal Policy Optimization;

    Abstract : In this thesis, we study the problem of buying or selling a given volume of a financial asset within a given time horizon to the best possible price, a problem formally known as optimized trade execution. Our approach is an empirical one. We use historical data to simulate the process of placing artificial orders in a market. READ MORE

  3. 13. Capturing continuous human movement on a linear network with mobile phone towers

    University essay from Umeå universitet/Institutionen för matematik och matematisk statistik

    Author : Jesper Dejby; [2017]
    Keywords : Mobile phone tower analysis; Mobile phone networks; Spatial point processes; Linear networks; Call detail records; Human movement; Human trajectories; Markov decision processes; Continuous random walks;

    Abstract : Anonymous Call Detail Records (CDR’s) from mobile phone towers provide a unique opportunity to aggregate individual location data to overall human mobility patterns. Flowminder uses this data to improve the welfare of low- and middle-income countries. The movement patterns are studied through key measurements of mobility. READ MORE

  4. 14. Model Evaluation for Optimal HVAC in Residential NZEBs

    University essay from KTH/Energiteknik

    Author : Farah Cheaib; [2016]
    Keywords : ;

    Abstract : Heating, Ventilation, and Air-Conditioning (HVAC) systems constitute a signicant portion of the total energy consumed in households. Changing the operation of the HVAC system can thus have signicant impact on the energy savings that a household can achieve. READ MORE

  5. 15. Modeling ambulance dispatching rules for EMS-systems

    University essay from KTH/Optimeringslära och systemteori; KTH/Optimeringslära och systemteori

    Author : Lorinde Knoops; Tilda Lundgren; [2016]
    Keywords : Ambulance dispatching; Ambulance logistics; Emergency medical services; Priority-based dispatching rules; Markov process; Professional competencies; Ambulansdirigering; Ambulanslogistik; Prehospital sjukvård; Prioritets-baserade dirigeringsstrategier; Markovprocess; Yrkeskunnande;

    Abstract : This thesis presents a study on efficient dispatching rules in ambulance dispatching. By efficient dispatching rules, we mean such dispatching rules that lower response times for priority 1 calls while keeping response times for priority 2 calls at an adequate level. READ MORE