Overfitting

4 Posts

Stratego Master: DeepNash, the RL system that plays Stratego like a master
Overfitting

Stratego Master: DeepNash, the RL system that plays Stratego like a master

Reinforcement learning agents have mastered games like Go that provide complete information about the state of the game to players. They’ve also excelled at Texas Hold ’Em poker, which provides incomplete information, as few cards are revealed.

July 26, 20233 min read
Stratego Master: DeepNash, the RL system that plays Stratego like a master
Overfitting

Stratego Master: DeepNash, the RL system that plays Stratego like a master

Reinforcement learning agents have mastered games like Go that provide complete information about the state of the game to players. They’ve also excelled at Texas Hold ’Em poker, which provides incomplete information, as few cards are revealed.

July 26, 20233 min read
Learning After Overfitting: Transformers Continue Learning After Overfitting Data
Overfitting

Learning After Overfitting: Transformers Continue Learning After Overfitting Data

When a model trains too much, it can overfit, or memorize, the training data, which reduces its ability to analyze similar-but-different inputs. But what if training continues? New work found that overfitting isn’t the end of the line.

April 6, 20222 min read
Learning After Overfitting: Transformers Continue Learning After Overfitting Data
Overfitting

Learning After Overfitting: Transformers Continue Learning After Overfitting Data

When a model trains too much, it can overfit, or memorize, the training data, which reduces its ability to analyze similar-but-different inputs. But what if training continues? New work found that overfitting isn’t the end of the line.

April 6, 20222 min read

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