-
Since a lot of people are working on tuning FPU at the moment and some people are exploring tweaks to the search algorithm I wanted to share a few areas of research I was looking over this evening, in…
-
According to the paper `Parallel Monte-Carlo Tree Search`, it seems like root parallelization is promising.
May be integrating it into our code can be good
-
Hi Felix,
Thanks for your nice work!
If my understanding is correct, you are using Monte Carlo tree to compute the rationales for 1261 filtered molecules, and finally get 186 rationale hits (sto…
-
Smooth UCB:
[Self-Play Monte-Carlo Tree Search in Computer Poker]
https://pdfs.semanticscholar.org/7b68/7599b4425aa959036071030e1212a3b359c7.pdf
-
We don't need to make the Monte Carlo Search Tree object live inside of the trainer. It can exist as a local inside `execute_episode()`.
-
Antoni persuaded us that Monte Carlo Tree Search will be the way to go with this problem. Under this issue the basis of it will be created.
-
Other Go AI:
* [ ] https://senseis.xmp.net/?GoPlayingPrograms
* [ ] https://github.com/brilee/MuGo
- [ ] https://github.com/llSourcell/alphago_demo
* [ ] https://github.com/gcp/leela-zero
* […
-
> To plan the syntheses of small organic molecules, chemists use retrosynthesis, a problem-solving technique in which target molecules are recursively transformed into increasingly simpler precursors.…
-
Check this implementation: https://medium.com/towards-data-science/deep-reinforcement-learning-and-monte-carlo-tree-search-with-connect-4-ba22a4713e7a
Create the following:
- [ ] Base class for MTC…
-
https://arxiv.org/pdf/1708.04202.pdf
Monte Carlo Tree Search to discovery Synthetic Routes. Was published in Nature today.
We already have a start with MCTS class. This is a very interesting p…