Communications of the ACM

Shields for Safe Reinforcement Learning

Evaluating the advantages and potential drawbacks of shielding as a method for safe RL. Bettina Könighofer is an assistant ...
InfoWorld

What is deep reinforcement learning: The next step in AI and deep learning

Reinforcement learning is well-suited for autonomous decision-making where supervised learning or unsupervised learning techniques alone can’t do the job Reinforcement learning has traditionally ...
International Monetary Fund

AI and Macroeconomic Modeling: Deep Reinforcement Learning in an RBC model

Download PDF More Formats on IMF eLibrary Order a Print Copy Create Citation This study seeks to construct a basic reinforcement learning-based AI-macroeconomic simulator. We use a deep RL (DRL) ...
The Next Web

Reinforcement learning: How rewards create intelligent machines

In June 2021, scientists at the AI lab DeepMind made a controversial claim. The researchers suggested that we could reach artificial general intelligence (AGI) using one single approach: reinforcement ...
VentureBeat

What Google’s AI-designed chip tells us about the nature of intelligence

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More In a paper published in the peer-reviewed scientific journal Nature last ...
pv magazine International

Optimizing solar-plus-storage operation for markets with imbalance penalties

Scientists in Japan have used a deep reinforcement learning–based AI model to calculate discrepancies between the planned and ...