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trust region policy optimization

Deep Reinforcement Learning (John Schulman, OpenAI)

Lex Fridman

John Schulman from OpenAI presents a comprehensive overview of Deep Reinforcement Learning (DRL), defining it as reinforcement learning where neural networks serve as function approximators for policies, value functions, or system dynamics models. He contrasts DRL with supervised and contextual band …