BIOENGINEER

AI-Modulated Urns Unify Reinforcement Learning, Risk Control and Portfolio Design

Researchers at Visva-Bharati University have introduced the AI-modulated Pólya urn, a stochastic framework that unifies ...
mccormick.northwestern.edu

IEMS 469: Dynamic Programming

This course covers reinforcement learning aka dynamic programming, which is a modeling principle capturing dynamic environments and stochastic nature of events. The main goal is to learn dynamic ...

[Paper][AI] Reinforcement Learning for Long-Lived Agents to "Connect the Dots" of Experience

Category: Artificial Intelligence, AI Agents, Reinforcement LearningReading time: approx. 10 minutesShould AI agents that are ...
BIOENGINEER

AI Learns to Play Piano Like a Human by Combining Rules With Reinforcement Learning

A new AI framework combines multimodal sensing, rule-constrained hidden Markov modeling, and Q-learning to generate piano ...
Forbes

The Rise And Rise Of Reinforcement Learning: AI’s Quiet Revolution

Forbes contributors publish independent expert analyses and insights. Author, Researcher and Speaker on Technology and Business Innovation. Apr 19, 2025, 03:24am EDT Apr 21, 2025, 10:40am EDT ...
mccormick.northwestern.edu

IEMS 408: Decision Making in Dynamic Learning Environments

Sequential decision-making under uncertainty is a foundational topic in multiple fields - including economics, operations research, and computer science, built around the foundation of Markov decision ...
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 ...