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

Trends in Reinforcement Learning with Chelsea Finn - #335

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

00:00

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.

Transcript
Play full episode

The AI-powered Podcast Player

Save insights by tapping your headphones, chat with episodes, discover the best highlights - and more!
App store bannerPlay store banner
Get the app