AI-powered
podcast player
Listen to all your favourite podcasts with AI-powered features
4min chapter
Sergey Levine explains the challenges of real world robotics
The Robot Brains Podcast
Offline Reinforcement Learning
offline reinforcement learning is different from the more canonical, onland reinforcement learning. The challenge is that if we think about the active process, the one where it's like you train a dog,. If the a i agent has some idea about an action that might be good, but it doesn't know if it's good, what is it going to do? Wel is going o go and try that action, experience the outcome and adjust its understanding accordingly. In off line arl, how do you determine if particular conclusion you draw from the data is actually accurate? Counterfactual quarry: Is this other inference actually accurate or is it simply a delusion caused by incomplete data?"
00:00
Transcript
Episode notes
Get the Snipd
podcast app
Unlock the knowledge in podcasts with the podcast player of the future.
AI-powered
Discover
highlights
Listen to the best highlights from the podcasts you love and dive into the full episode
Save any
moment
Hear something you like? Tap your headphones to save it with AI-generated key takeaways
Share
& Export
Send highlights to Twitter, WhatsApp or export them to Notion, Readwise & more
AI-powered
podcast player
Listen to all your favourite podcasts with AI-powered features
Discover
highlights
Listen to the best highlights from the podcasts you love and dive into the full episode