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Trends in Reinforcement Learning with Chelsea Finn - #335

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

CHAPTER

Overcoming Exploration Challenges in Reinforcement Learning

This chapter examines significant advancements in reinforcement learning, focusing on strategies to tackle exploration issues, especially in challenging environments like Montezuma's Revenge. It discusses innovative methods proposed by recent research, including state resetting and targeted exploration, alongside applications in complex games like StarCraft and Dota 2.

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