AI-powered
podcast player
Listen to all your favourite podcasts with AI-powered features
4min chapter
John Schulman
TalkRL: The Reinforcement Learning Podcast
Do You Think the RL Task Is Going to Work?
We had two phases in each episode of the RL task. So there was first a browsing phase where the model goes and issues searches and clicks on things, quotes relevant information. And then once it's done browsing, it'll issue another command called end browsing and it will write its answer. That's also expressed in tokens. But really, we rolled this all into one big RL task where your episode involves browsing and writing out the answer. It's all one big RL episode. Did you think this is going to work well or were you kind of surprised? At the very beginning of the project, we didn't know if it was going to work or not.
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