Abstract: Depth from focus (DfF) estimates depth by determining the moment of maximum focus from multiple shots at different focal distances, that is, the focal stack. However, the limited sampling ...
From autonomous cars to video games, reinforcement learning (machine learning through interaction with environments) can have an important impact. That may feel especially true, for example, when ...
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Abstract: Although reinforcement learning (RL) algorithms have demonstrated impressive capabilities in simulation, their transition into the real-world often reveals a performance gap. A key challenge ...
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