Abstract: The explosion of machine learning (ML) model size has led to its execution on distributed clusters at a large scale. Many works have tried to optimize the process of producing collective ...

Abstract: Deep Reinforcement Learning (DRL) has emerged as a highly promising area of research within the fields of artificial intelligence and machine learning. However, the conventional experience ...

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Valve’s grim experience with the launch of the Steam Controller, where scalpers scooped up so many of the devices that they sold out in under 30 minutes, led it to announce an improved system of ...