An AI strategy proven adept at board games like Chess and Go, reinforcement learning, has now been adapted for a powerful protein design program. The results show that reinforcement learning can do ...

A long-standing goal of artificial intelligence is an algorithm that learns, tabula rasa, superhuman proficiency in challenging domains. Recently, AlphaGo became the first program to defeat a world ...

This article is part of our reviews of AI research papers, a series of posts that explore the latest findings in artificial intelligence. Artificial intelligence has proven that complicated board and ...

Investigating whether you can beat an AI in a board game might seem like mere intellectual curiosity. However, understanding AI's weaknesses can help identify common failure patterns and devise ways ...

From autonomous cars to video games, reinforcement learning (machine learning through interaction with environments) can have an important impact. That may feel especially true, for example, when ...

Sports meets AI: Liverpool FC worked with DeepMind to build TacticAI, which uses predictive and generative models to suggest corner kick tactics preferred by experts 90% of the time. Long-game mastery ...

Erev, Ido, and A. E. Roth. "On the Role of Reinforcement Learning in Experimental Games: The Cognitive Game Theory Approach." In Games and Human Behavior: Essays in Honor of Amnon Rapoport, edited by ...

To see the divide between the best artificial intelligence and the mental capabilities of a seven-year-old child, look no further than the popular video game Minecraft. A young human can learn how to ...

Scientists have successfully applied reinforcement learning to a challenge in molecular biology. The team of researchers developed powerful new protein design software adapted from a strategy proven ...