Chapter
Training Policies for a Supervised Learning Approach in StarCraft II
30:39 - 38:37 (07:58)
The speaker talks about how policy iteration approaches and reinforcement learning can be used in the context of StarCraft II. They can train a policy of small trees, and then they will learn this policy iteration approach to resolve the problem of training a network that can play to a specific skill level.
Clips
The approach of AlphaStar in predicting the next action is similar to that of machine translation specifically in natural language processing given all the previous observations and actions taken.
30:39 - 32:49 (02:10)
Summary
The approach of AlphaStar in predicting the next action is similar to that of machine translation specifically in natural language processing given all the previous observations and actions taken.
ChapterTraining Policies for a Supervised Learning Approach in StarCraft II
EpisodeOriol Vinyals: DeepMind AlphaStar, StarCraft, Language, and Sequences
PodcastLex Fridman Podcast
Researchers have trained an AI system, called AlphaStars, to learn from human experience and imitate the commands and actions of a player in a popular video game called Starcraft II.
32:49 - 35:41 (02:51)
Summary
Researchers have trained an AI system, called AlphaStars, to learn from human experience and imitate the commands and actions of a player in a popular video game called Starcraft II. The system can be trained to mimic different skill levels of human players, allowing for more accurate and diverse testing.
ChapterTraining Policies for a Supervised Learning Approach in StarCraft II
EpisodeOriol Vinyals: DeepMind AlphaStar, StarCraft, Language, and Sequences
PodcastLex Fridman Podcast
The speaker discusses strategies for improving gameplay in Starcraft II, including controlling clocked units, improving skills in specific areas, and aiming for Grand Master level.
35:41 - 38:37 (02:55)
Summary
The speaker discusses strategies for improving gameplay in Starcraft II, including controlling clocked units, improving skills in specific areas, and aiming for Grand Master level.