A couple of years ago, Pete Skomoroch, Roger Magoulas, and I talked about the problems of […]
In the first article of this series, we discussed communal computing devices and the problems they […]
Programs like AlphaZero and GPT-3 are massive accomplishments: they represent years of sustained work solving a […]
During the first weeks of February, we asked recipients of our Data and AI Newsletters to […]
OpenAI’s text generating system GPT-3 has captured mainstream attention. GPT-3 is essentially an auto-complete bot whose […]
Home assistants and smart displays are being sold in record numbers, but they are built wrong. […]
It seems harder than ever to agree with others on basic facts, let alone to develop […]
Diagram of MURAL, our method for learning uncertainty-aware rewards for RL. After the user provides a […]
Fig 1. Measures of generalization performance for neural networks trained on four different boolean functions (colors) […]
Many experimental works have observed that generalization in deep RL appears to be difficult: although RL […]