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Neurips 2024 RL meetup Hot takes: What sucks about RL?

TalkRL: The Reinforcement Learning Podcast

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Critical Perspectives on the Challenges Facing Reinforcement Learning

This chapter shares candid viewpoints from participants at an RL meetup regarding the limitations of reinforcement learning. It highlights concerns over training complexity, sample inefficiency, and the challenges of applying RL in real environments, emphasizing the need for improved methodologies and experimentation.

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