Essays about: "Action Clusters"

Showing result 1 - 5 of 14 essays containing the words Action Clusters.

  1. 1. Clustering and Classification of Time Series in Real-Time Strategy Games - A machine learning approach for mapping StarCraft II games to clusters of game state time series while limited by fog of war

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Olof Enström; Fredrik Hagström; John Segerstedt; Fredrik Viberg; Arvid Wartenberg; David Weber Fors; [2020-10-29]
    Keywords : Classification problem; Cluster analysis; Hierarchical clustering; Machine learning; Neural network; Random forest; Real-time strategy; StarCraft II; Time series;

    Abstract : Real-time strategy (RTS) games feature vast action spaces and incomplete information,thus requiring lengthy training times for AI-agents to master them at the level of ahuman expert. Based on the inherent complexity and the strategical interplay betweenthe players of an RTS game, it is hypothesized that data sets of played games exhibitclustering properties as a result of the actions made by the players. READ MORE

  2. 2. Addressing a large-scale implementation of low-emission zones in France

    University essay from KTH/Systemanalys och ekonomi

    Author : Mina Roncière; [2020]
    Keywords : low-emisson zone; air quality; air pollution; transport policy; urban typology;

    Abstract : Air pollution is a public health issue, and traffic is one of the main sources of pollutants such as NO2, PM10 and PM2.5. Consequently, European cities have been implementing low-emission zones (LEZs) by defining regulated areas, where the most-polluting vehicles are prohibited from driving. READ MORE

  3. 3. Real-time Outlier Detection using Unbounded Data Streaming and Machine Learning

    University essay from Luleå tekniska universitet/Datavetenskap

    Author : Emelie Åkerström; [2020]
    Keywords : Outlier Detection; Unbounded Data Streaming; Machine Learning; Clustering; MiniBatchKMeans; LSTM AutoEncoder; Streaming; Network Monitoring;

    Abstract : Accelerated advancements in technology, the Internet of Things, and cloud computing have spurred an emergence of unstructured data that is contributing to rapid growth in data volumes. No human can manage to keep up with monitoring and analyzing these unbounded data streams and thus predictive and analytic tools are needed. READ MORE

  4. 4. ”GETTING BETTER ALL THE TIME?” A study of cluster professionals’ views on the cluster policies’ support to the EU’s concept of “Innovation Union”

    University essay from Göteborgs universitet/Statsvetenskapliga institutionen

    Author : Ulrike Firniss; [2018-11-01]
    Keywords : Regional Policy; Cluster Policy; Innovation Policy; EU Innovation Goal; Smart Specialisation Strategies; RIS 3; Interreg; EU Urban Agenda; Regional Policy; Cluster Policy; Innovation Policy; EU Innovation Goal; Smart Specialisation Strategies; RIS 3; Interreg; EU Urban Agenda;

    Abstract : This research inquires how EU’s Cluster Policies support the EU’s concept of an ‘Innovation Union’ by asking cluster professionals. The EU needs innovation to maintain today’s level of welfare. READ MORE

  5. 5. CLINF stakeholder analysis : Inferring the network of CLINF stakeholder organisations, from Nuuk to Yakutsk

    University essay from SLU/Dept. of Energy and Technology

    Author : Sepp Böhme; [2017]
    Keywords : climate sensitive infections; stakeholder network; pan-northern organisation;

    Abstract : With climate change, habitats suitable for organisms transmitting southerly infectious diseases are expected to migrate towards the North, and tackling them will require joint action and awareness shared across national borders. In the present study, experts representing different scientific backgrounds supplied contacts and information regarding societal groups (stakeholders) potentially vulnerable to climate sensitive infections (CSI), and their associations with each other. READ MORE