Where Reinforcement Learning Plus Human Oversight Works Best

When RL is paired with human oversight, teams can shape how systems learn, correct course when context changes, and ensure ...
i-SCOOP

Experiential Reinforcement Learning

Discover Experiential Reinforcement Learning (ERL), a revolutionary AI training paradigm that allows language models to learn from their own reflections, turning failure into structured wisdom without ...

This doctor is training AI to do her job. And it’s a booming business

AI models are trained on massive amounts of data. But that training doesn’t do much good without what’s known as ...
Robohub

How can robots acquire skills through interactions with the physical world? An interview with Jiaheng Hu

This paper is about how robots (in particular, household robots like mobile manipulators) can autonomously acquire skills via ...
NextBigFuture

AI Legend Sutton Wrote the Bitter Lesson- Gives His Suggestions for True Continual Learning

Sutton believes Reinforcement Learning is the Path to to Intelligence via Experience. Sutton defines intelligence as the computational part of the ability to achieve goals. It is rooted in a stream of ...