#ML #RL #DeepMind



Magnetic control of tokamak plasmas through deep reinforcement learning | Nature
https://www.nature.com/articles/s41586-021-04301-9

Nature

Magnetic control of tokamak plasmas through deep reinforcement learning

Nature - A newly designed control architecture uses deep reinforcement learning to learn to command the coils of a tokamak, and successfully stabilizes a wide variety of fusion plasma configurations.

#ml #rl

How to Train your Decision-Making AIs
https://thegradient.pub/how-to-train-your-decision-making-ais/

The author reviewed  "five types of human guidance to train AIs: evaluation, preference, goals, attention, and demonstrations without action labels".

The last one reminds me of the movie Finch. In the movie, Finch was teaching the robot to walk by demonstrating walking but without "labels".

The Gradient

How to Train your Decision-Making AIs

How do humans transfer their knowledge and skills to artificial decision-making agents more efficiently? What kind of knowledge and skills should humans provide and in what format?