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3D Design Using Generative Adversarial Networks and Physics-Based Validation
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: The authors present a generative adversarial network (GAN) model that demonstrates how to generate 3D models in their native format so that they can be either evaluated using complex simulation environments or realized ...
Deep Reinforcement Learning for Procedural Content Generation of 3D Virtual Environments
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: This work presents a deep reinforcement learning (DRL) approach for procedural content generation (PCG) to automatically generate three-dimensional (3D) virtual environments that users can interact with. The primary objective ...
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