What clues do supervised, unsupervised, and reinforcement learning use to learn?

"Supervised learning has correct answers, while unsupervised learning does not." I've memorized that much, but when ...
BIOENGINEER

Contrastive Learning Tames Out-of-Distribution Actions in Offline Reinforcement Learning

Researchers at Hanyang University have developed TACCO, a contrastive learning method that explicitly identifies and ...
BIOENGINEER

AI Learns to Compose: Hybrid Model Blends Deep Learning and Reinforcement Learning to Write Better Melodies

A new hybrid framework combining a Variational Autoencoder with Proximal Policy Optimization reinforcement learning generates ...
The Conversation

What is reinforcement learning? An AI researcher explains a key method of teaching machines – and how it relates to training your dog

Understanding intelligence and creating intelligent machines are grand scientific challenges of our times. The ability to learn from experience is a cornerstone of intelligence for machines and living ...
Aalto University

2 Doctoral Researchers in Reinforcement Learning

We are currently seeking two highly motivated doctoral researchers to join the Cyber-physical Systems Group at Aalto University’s School of Electrical Engineering for an ERC Starting Grant-funded ...