Definition
AlphaGo is artificial intelligence (AI) software developed by DeepMind Technologies, Google’s subsidiary, to play a highly complex board game called Go.
In 2016, it gained considerable popularity when it defeated world champion Go player Lee Sedol in five games, marking a significant breakthrough in AI development.
AlphaGo Examples
- In March 2016, AlphaGo demonstrated its advanced skills in pattern recognition decision-making and learning by defeating Lee Sedol, an 18-time world champion Go player.
- In May 2017, AlphaGo showcased its advancement in AI capabilities by winning a three-game match against Ke Jie, a world number one Go player.
AlphaGo Comparisons and Significance
Unlike other AI programs, such as IBM’s Watson (natural language processing) and Deep Blue (Chess), AlphaGo’s success is significant because of the immense complexity of the Go board game, which has more possible configurations and requires deeper strategic comprehension.
AlphaGo merges deep learning, neural networks, and reinforcement learning to analyze and anticipate moves, enabling it to outperform human experts.