The 'Reward Scaling Pitfall' That 99% of Reinforcement Learning Engineers Fall Into

If you have ever written reinforcement learning code, you have almost certainly tried this. You scale the reward by a factor ...
BIOENGINEER

Deep Reinforcement Learning Teaches Autonomous Cars to Change Lanes Safely and Smoothly

Researchers in China have developed an improved deep reinforcement learning framework that jointly optimizes trajectory ...
BIOENGINEER

AI Learns to Shop Smarter: Reinforcement Learning Boosts E-Commerce Marketing

A new deep reinforcement learning framework improves personalized e-commerce marketing by balancing short-term conversions ...
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 ...