How OpenAI Uses Generative Adversarial Networks

2 engineering articles about Generative Adversarial Networks from OpenAI's engineering team

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OpenAI

Intermediate

A connection between generative adversarial networks, inverse reinforcement learning, and energy-based models

This article explores the connections between Generative Adversarial Networks (GANs), Inverse Reinforcement Learning (IRL), and Energy-Based Models (EBMs).

Generative Adversarial NetworksGPTReinforcement Learning

Chelsea Finn

2 min read

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OpenAI

Intermediate

Generative models

The article discusses generative models, a branch of unsupervised learning techniques in machine learning, detailing their significance, applications, and recent advancements.

Generative Adversarial NetworksNeural NetworksReinforcement LearningVariational Autoencoders

Andrej Karpathy

16 min read

Includes Code

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