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Reinforcement Learning is a machine learning paradigm where an agent learns to make decisions by interacting with an environment, receiving feedback in the form of rewards or penalties based on the actions taken, aiming to maximize cumulative reward over time.
Google Open Source Vizier is a machine learning experimentation platform created by Google and made available as open-source software. It is designed to be used with Google’s cloud computing infrastructure, including products such as Google Cloud AI Platform and Google Kubernetes Engine, which provide the robust cloud computing capabilities required […]
DoorDash, a leader in on-demand food delivery, has been exploring innovative ways to enhance its logistics and customer experience. In their thirteenth hackathon, a team at DoorDash delved into the potential of artificial intelligence, specifically reinforcement learning, to tackle the complex assignment problem they face daily. This article outlines their […]
The rise of alternative deep learning frameworks is making TensorFlow less popular. TensorFlow is a popular open-source software library for numerical computation using data flow graphs. It is used for machine learning, data science, and artificial intelligence applications. TensorFlow was developed by Google and released in 2015. Reasons for TensorFlow’s […]
Machine learning, a subfield of artificial intelligence (AI), is revolutionizing various industries with its ability to learn from data without explicit programming. This article from Cointelegraph delves into the five key features that make machine learning a powerful tool for various applications, from image and speech recognition to recommendation systems […]