{"id":3,"date":"2016-09-06T15:32:39","date_gmt":"2016-09-06T15:32:39","guid":{"rendered":"https:\/\/my.vanderbilt.edu\/kecso\/homepage\/"},"modified":"2016-11-30T00:55:06","modified_gmt":"2016-11-30T05:55:06","slug":"homepage","status":"publish","type":"page","link":"https:\/\/my.vanderbilt.edu\/kecso\/","title":{"rendered":"Project deliverables and information"},"content":{"rendered":"

Project Title:\u00a0Machine Learning as a Service for Multi-agent systems developed in NetsBlox<\/strong><\/p>\n

Project Owner:<\/strong> Tamas Kecskes<\/p>\n

Related Class:<\/strong>\u00a0DAI – CS6366<\/a><\/p>\n

Class instructor:<\/strong> Dr. Julie A. Adams<\/a><\/p>\n

Student’s advisor:<\/strong> \u00c1kos L\u00e9deczi<\/a><\/p>\n

Goal:<\/strong>\u00a0The primary goal of the project is to provide access to machine learning capabilities to beginning programmers by creating a service-based extension for the NetsBlox visual programming language. This extension should also be generic enough solution that it can be leveraged in a variety of contexts. The main focus will be on the development of “AI as a service” for use in a blocks-based programming environment. The service should be flexible enough to play a variety of games effectively. (detailed description and schedule available here<\/a>)<\/p>\n

Specification:<\/strong>\u00a0The first step into understanding our game and how the different agents can behave we created their state machine representations (bumperGame<\/a> and bumperPlayer<\/a>). As a further step, we described the different messages<\/a> that will be used during the client-server and server-learner communications.
\nRegarding our learner, we made our initial considerations and picked our implementation strategy<\/a> (that might needs to be changed as a result of our initial tests).<\/p>\n

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DemonstrationWebSite:<\/strong> Here<\/a> you can always check out how the service looks like in real life (look for the example game ‘BumperGame’ – currently it is just a new deployment of the Netsblox<\/a> system).<\/p>\n

ProjectReports:<\/p>\n