The term ‘Artificial Intelligence’ may have been coined way back in the 1950s, but we have yet to see the types of machines described in books and films. In our daily lives and workplaces, we aspire to having machines that can help us get things…
Recent years have seen great progress for AI. In particular, artificial agents have learned to classify images and recognize speech at near-human level. However, for artificial agents to reach their full potential, they should not only observe, but also act and learn from the consequences…
Humans have an innate desire to know and understand. From a child learning to ride a bike to an adult gaining skills in an online course, we constantly absorb information from our environment through interaction. Motivated by this observation, we’ve developed a suite of…
Talking to machines to get things done We have become familiar with talking to personal assistants such as SIRI or Cortana to get simple tasks accomplished. A popular feature is setting reminders: it is more efficient to say everything in one sentence instead of entering…
A key tenet of AI research states that intelligent machines should be able to make decisions and learn from environmental feedback similar to humans. To this end, much effort has been made in the area of reinforcement learning (RL). Despite the recent advances in the…
