Re:The revolution of machine learning has been exaggerated
by drongoking on Friday November 22, 2019 @08:05PM
(#21611698)
Not exactly. Incorporating a world or domain model usually means taking pre-existing declarative knowledge in some form (e.g. from a semantic net) and using it to aid learning.
To quote the article, "Model-based reinforcement learning aims to address this issue by first learning a model of the environment’s dynamics, and then planning with respect to the learned model."
So they've sped up learning from examples by learning a model first, but it's still learning from examples.
Re:The revolution of machine learning has been exaggerated
by nmca on Saturday November 23, 2019 @09:28AM
(#21614245)
That seems a fairly specific meaning of the term that may not be in wider use, see eg: https://arxiv.org/abs/1803.10122
https://arxiv.org/abs/1911.08265