深層学習:Deep Learning

python

Overview of A3C (Asynchronous Advantage Actor-Critic), its algorithm and examples of implementation

  Overview of A3C (Asynchronous Advantage Actor-Critic) A3C (Asynchronous Advantage Actor-Critic) is a type o...
python

Overview of GPT and examples of algorithms and implementations

Overview of GPT GPT (Generative Pre-trained Transformer) is a pre-trained model for natural language process...
python

Overview of Proximal Policy Optimization (PPO) and examples of algorithms and implementations

  Overviews of Proximal Policy Optimization (PPO) Proximal Policy Optimization (PPO) is a type of reinforceme...
アルゴリズム:Algorithms

Overview of EfficientDet and examples of algorithms and implementations

EfficientDet EfficientDet will be one of the computer vision models with high performance in the object detec...
python

Overview of Soft Actor-Critic (SAC) and examples of algorithms and implementations

  Overview of Soft Actor-Critic (SAC) Soft Actor-Critic (SAC) is a type of Reinforcement Learning algorithm t...
アルゴリズム:Algorithms

Overview of Mask R-CNN and examples of algorithms and implementations

Mask R-CNN Mask R-CNN (Mask Region-based Convolutional Neural Network) is a deep learning-based architecture ...
python

Subword-level tokenization

Subword-level tokenization Subword-level tokenization is a natural language processing (NLP) approach that...
python

Overview of Deep Q-Network (DQN) and examples of algorithms and implementations

  Overview of Deep Q-Network (DQN) Deep Q-Network (DQN) is a method that combines deep learning and Q-Learnin...
アルゴリズム:Algorithms

Board Games and AI “Why Alpha Go Could Beat Humans” Reading Notes

Introduction AlphaGo, a computer Go program developed by Google DeepMind, became the first computer Go prog...
python

Overview of Dueling DQNs and Examples of Algorithms and Implementations

  Overview of Dueling DQN Dueling Deep Q-Network (DQN) is an algorithm based on Q-learning in reinforcement l...
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