Documents

Our proof-of-concept demonstrates how Virtual Reality can be used to explain the basic concepts of Reinforcement Learning. This application visualizes the learning process of Watkins' Q(λ), a fundamental algorithm in the field, in the form of an interactive treasure hunt game. A player takes the role of an autonomous agent, and must learn the shortest path to a hidden treasure through experience. The application also allows an audience to follow the game from an external display.
Original languageEnglish
Title of host publicationProceedings of the 1st International Workshop on Education in Artificial Intelligence K-12
Publication statusE-pub ahead of print - 12 Jun 2019
Event1st International Workshop on Education in Artificial Intelligence K-12: held in conjunction with IJCAI-2019 - Venetian Macao Hotel Resort, Cotai, Macao
Duration: 11 Aug 201911 Aug 2019
http://eduai19.ist.tugraz.at/

Workshop

Workshop1st International Workshop on Education in Artificial Intelligence K-12
Abbreviated titleEduAI-19
CountryMacao
CityCotai
Period11/08/1911/08/19
Internet address

    Research areas

  • Reinforcement Learning, education, Virtual Reality, serious game, Q-learning

ID: 46058590