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Why reinforcement learning breaks at scale, and how a new method fixes it

From autonomous cars to video games, reinforcement learning (machine learning through interaction with environments) can have ...

Leadership Amid Uncertainty: CEOs Can Learn Effective Decision Making From Reinforcement Learning

Let’s look at how RL agents are trained to deal with ambiguity, and it may provide a blueprint of leadership lessons to ...

Reinforcement learning and organizational management

Artificial reinforcement learning is just one lens to evaluate organizations. However, this thought experiment taught me that ...

Gradient Launches Echo-2 to Break the Cost Barrier Holding Back the Next Wave of AI Progress

Echo-2 is designed to change that dynamic. Rather than forcing all training to run inside tightly controlled clusters, the system allows reinforcement learning workloads to be spr ...
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 ...
Mirage News

Reinforcement Learning Scales to Vast Systems

By Eric Butterman SHARE From autonomous cars to video games, reinforcement learning (machine learning through interaction with environments ...
techtimes

Researchers Improve EV Charging Using Reinforcement Learning Algorithm

Researchers at the US Department of Energy's Argonne National Laboratory and the University of Chicago are embarking on an innovative project to revolutionize electric vehicle (EV) charging. With the ...
OfficeChai

Google DeepMind’s Reinforcement Learning VP David Silver Quits To Launch Own Startup Named “Ineffable Intelligence”

David Silver, who was the VP of Reinforcement Learning at Google DeepMind, has quit to launch his own startup. The startup is named Ineffable Machines and registered in London. Ineffable Machines is ...