Real World Robotic Exploration using Deep Neural Networks Trained in Photorealistic Reconstructed Environments

Isaac Ronald Ward

In this work, an existing deep neural network approach for determining a robot's pose from visual information (RGB images) is modified, improving its localization performance witho…