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GitHub - keras-rl/keras-rl: Deep Reinforcement Learning for Keras.

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This means that evaluating and playing around with different algorithms is easy. Of course you can extend keras-rl according to your own needs. You can use built-in Keras callbacks and metrics or define your own. Even more so, it is easy to implement your own environments and even algorithms by simply extending some simple abstract classes. You can find more information on each agent in the doc. If you want to run the examples, you'll also have to install: This is a very simple example and it should converge relatively quickly, so it's a great way to get started!


Reasons behind the Limited Use of Artificial Intelligence in Latin American Media

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Journalists are automating processes and using systems that mimic human behavior to design tasks related to news gathering, content creation, distribution, marketing, and subscriptions in Latin America. FREMONT, CA: Artificial intelligence (AI) has stopped merely being a science fiction component and has become a reality in recent years. Automation of processes and the creation of systems that mimic human behavior have reached journalism and are being used to design tasks of news gathering, content creation, distribution, marketing, and subscriptions. Automating processes and creating systems that mimic human behavior have reached journalism. The use of AI is currently somewhat limited, despite its enormous potential, and the region is ravenous for information regarding the subject.


Far North Queensland rangers turn to artificial intelligence to protect Country - National Indigenous Times

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Rangers in Far North Queensland are using artificial intelligence and drones to monitor animals and nature on their Country. Rangers from the Western Yalanji Aboriginal Corporation are learning about how to use AI on Country and are training to get their drone licenses as well. AI and drone technology is being used as a way to digitise Western Yalanji cultural heritage. Western Yalanji Aboriginal Corporation executive officer Brad Grogan said from this training, the rangers have learnt how to monitor Country from above. "We're able to count how many trees, what tree species, what wee species are on Country using these drones," he said.


Linear Algebra for Machine Learning

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Linear Algebra is usually a prerequisite of machine learning. However, one doesn't need to know all the concepts in linear algebra. In this course, I have compiled together all the important linear algebra concepts that are most frequently used in machine learning. This is the content I taught at Polytechnique Montreal as a refresher on linear algebra for machine learning. Understanding these concepts will help you navigate through an introductory course in machine learning.


The Illusion of Free Will in Modern Machine Learning

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This article was made in collaboration with Sean Eugene Chua, an undergraduate student at the University of Toronto who has shared experiences across fields that include data science, programming, and machine learning. By definition, it is when a machine can imitate human behavior and emulate how they think and act. A published paper written by logician Walter Pitts and neuroscientist Warren S. McCulloch entitled "A logical calculus of the ideas immanent in nervous activity" was regarded as a breakthrough in laying the first foundations of machine learning. It indicates the usage of mathematical principles to detail the science and psychology behind human decision-making. However, in 1950, Alan Turing introduced what computer scientists now know of as the "Turing Test" to determine whether a machine can be considered intelligent or unintelligent.


Tesla CEO Elon Musk unveils prototype humanoid Optimus robot

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It contains a 2.3kWh battery pack, runs on a Tesla SoC, and has Wi-Fi and LTE connectivity. Demonstrations focused on addressing the robot's joints, like its hands, wrists, or knees, showed how they processed data for each joint, then looked for the common areas in each design to find a method using only six different actuators. The human-like hands are a "Biologically Inspired Design" that engineers say will make them more suitable for picking up objects of various shapes and sizes, holding a 20-point bag, and having a "precision grip" on small parts.


Blockchain and AI: A Disruptive Alliance

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AI and Blockchain are among some of the most influential drivers of innovation today -- spreading unabated and boasting a distinct degree of technological complexity and multi-dimensional business implications. The collaborative applicability between both technologies has yet to be fully realized but is beginning to spur profound changes in numerous aspects of our lives, from financial transactions and autonomous vehicles to engaging assistants and granting us newfound ownership of our data -- the ball has only begun rolling. Blockchain is hindered by issues of security, scalability, and efficiency while AI remains plagued by concerns of trustworthiness, explainability, and privacy. These terms are often thrown around as synonymous but there are distinct differences. Machine learning, not the first to reach the conceptual stage but the first to be developed, is an algorithm that parses data, learns from that data, and then applies newfound knowledge to make informed decisions.


From Losing the AI Art Race to Winning It, Meta Says 'Make A Video'

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AI art tools are changing the idea of creativity and getting whackier every week. In a span of just a few years, AI art generators have gone from creating incomprehensible pictures to realistic content. Researchers at Meta AI just took a leap into generating art through prompts. The company on Thursday announced Make-A-Video, a new AI system that turns text prompts into brief, soundless video clips. We're pleased to introduce Make-A-Video, our latest in #GenerativeAI research! With just a few words, this state-of-the-art AI system generates high-quality videos from text prompts.


Release Manager (Remote) - Remote Tech Jobs

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About Us It’s our mission to build a world that communicates more humanly. Since 2001, we’ve been delivering innovative and powerful communication solutions. Today, we’re a communication intelligence company applying powerful machine intelligence and carefully developed algorithms to deliver effective human engagement at scale even when we are not face…