DeepMind - 'AI' MuZero - 2021 01 04 - Learning by its own / by itself - To Master - 4k
4DeepMind - 'AI' MuZero - 2021 01 04 - Learning by its own / by itself - To Master - 4k
Made Public: 04.01.2021
DeepMind
MuZero: Mastering Go, chess, shogi and Atari without rules
https://deepmind.com/blog/article/muzero-mastering-go-chess-shogi-and-atari-without-rules
First introduced (.pdf)
Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model
https://arxiv.org/pdf/1911.08265.pdf
Nature
Mastering Atari, Go, chess and shogi by planning with a learned model
- The MuZero algorithm learns an iterable model that produces predictions relevant to planning: the action-selection policy, the value function and the reward.
https://www.nature.com/articles/s41586-020-03051-4
About MuZero:
Specifically, MuZero models three elements of the environment that are critical to planning:
The value: how good is the current position?
The policy: which action is the best to take?
The reward: how good was the last action?
-
Have a look:
MuZero - Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model
https://www.youtube.com/watch?v=vt5jOSy7cz8
-
MuZero: NeurIPS 2019 poster
(.pdf) https://storage.googleapis.com/deepmind-media/research/muzero_poster_neurips_2019.pdf
-
MuZero on Wikipedia:
https://en.wikipedia.org/wiki/MuZero
--
Robots - Dance
Boston Dynamics - 29.12.2020 - Song 'Do You Love Me'? - Dance - 4k
https://youtu.be/II-maN1UDJA
You can also go to the Original Source and Like the Video (and if you like you can also Subscribe)
Original Source: https://www.youtube.com/watch?v=fn3KWM1kuAw
--
---
For Clarification:
MuZero
- Learning all by itself / its own in the GAME 'Go' 'Chess' 'Shogi' and Atari Games
---
Correction:
Artificial Intelligent Company
Correct: Artificial Intelligence Company
AlphaGo became ..
Correct: AlphaGo becomes ..
---
SUBSCRIBE TO MY CHANNEL FOR MORE
LIKE if you LIKE
AND
SHARE
THANK YOU
:-)