AI Technology & Industry Review
In a new paper Diversifying AI: Towards Creative Chess with AlphaZero, a Google DeepMind research team explores whether artificial intelligence can benefit from creative problem-solving mechanisms identified in human intelligence while pushing to the limits of its computational rationality.
DeepMind and Google Brain researchers and former World Chess Champion Vladimir Kramnik explore how human knowledge is acquired and how chess concepts are represented in the AlphaZero neural network via concept probing, behavioural analysis, and an examination of its activations.
A new study suggests DeepMind’s amazing game-playing algorithm AlphaZero could help unlock the power and potential of quantum computing.
Compute Scoreboard:
AlexNet 1
AlphaZero 300,000
Google’s DeepMind has once again surprised the machine learning community, this time with the introduction of AlphaZero — a new algorithm that can quickly surpass human board game performance through reinforcement learning self-play.