Solving Sparse-Reward Tasks with Curiosity
By Arthur Juliani, Senior Software Engineer, Machine Learning, Unity Technologies Now there is an easy way to encourage agents to explore the environment more effectively when the rewards are infrequent and sparsely distributed. These agents can do this using a reward they give themselves based on how surprised they are about the outcome of their […]
By Lance Eliot, the AI Trends Insider You might find of interest the social psychology aspect known as the actor-observer effect. Before I explain what it is, allow me to provide you with a small story of something that happened the other day. I was chatting with an AI developer that is creating software for […]
Facebook Inc. has sent another signal that it’s serious about building its own semiconductors, joining Apple Inc., Alphabet Inc.’s Google, and Amazon.com Inc. in trying to make its own custom chips. The social-networking giant this month hired Shahriar Rabii to be a vice president and its head of silicon. Rabii previously worked at Google, where he […]
By Rachel Thomas, founder, fast.ai and Asst. Professor, Data Institute, University of San Francisco There are frequent media headlines about both the scarcity of machine learning talent and about the promises of companies claiming their products automate machine learning and eliminate the need for ML expertise altogether. In his recent keynote at the TensorFlow DevSummit, Google’s head of AI Jeff […]
When you think of artificial intelligence (AI), you might not immediately think of the healthcare sector. However, that would be a mistake. AI has the potential to do everything from predicting readmissions, cutting human error and managing epidemics to assisting surgeons to carry out complex operations. Here we take a closer look at three intriguing […]
A new report from Capgemini’s Digital Transformation Institute reveals that, by 2020, the financial services industry could reap up to $512 billion in new global revenues through intelligent automation. The report, Growth in the Machine, demonstrates the advantages of applying the right combination of robotic process automation (RPA), artificial intelligence (AI), and business process optimisation in the sector […]
By Lance Eliot, the AI Trends Insider At an annual auto show there was a Tesla Model 3 chassis shown on the convention floor, being displayed by a company other than Tesla. Notice that I said it was just the chassis, and not the entire car. You might be wondering why would somebody be showing […]
Despite a growing interest in artificial intelligence, most healthcare organizations still lack the tools necessary to ensure responsible use of such technologies, finds a report from Accenture Health. According to the report, Digital Health Technology Vision 2018, 81% of healthcare executives said they are not yet prepared to face the societal and liability issues needed to explain […]