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Digital Scenario Framework Test for Unreal Engine - Progetto open source

Software
Publication Date:
2021
abstract:
This project is a test case to show the use of a virtual environment as user interface for the Digital Scenario Framework (https://github.com/gpvigano/DigitalScenarioFramework). Some editing functionalities are provided to create the scenario, including elements manipulation, collision detection, connections between elements, connection path editing, etc. A test application is included, based on a simplified simulation a basic electronic circuit, with 3D representations of electronic components and cables, the interaction support for components wiring, and a user interface for parameters control. The user can experiment with the interactive virtual environment to test the simulated circuit, while an agent can be trained both manually (teaching by showing) and automatically, thanks to a configurable reinforcement learning algorithm. When the agent is taking actions autonomously, the results are visualized in real time in the virtual environment.
Iris type:
05.11 Software
Keywords:
UE4; AI; RL; digital-scenario; machine-learning; HCI; experience; C++; Blueprint
List of contributors:
Vigano', GIOVANNI PAOLO
Authors of the University:
VIGANO' GIOVANNI PAOLO
Handle:
https://iris.cnr.it/handle/20.500.14243/446155
  • Overview

Overview

URL

https://github.com/gpvigano/UnrealScenarioTest
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