Search found 120 matches

by Rémi Coulom
Sat Nov 09, 2019 10:19 pm
Forum: MCTS, RL, and neural networks
Topic: My home-made CUDA kernel for convolutions
Replies: 0
Views: 1660

My home-made CUDA kernel for convolutions

Hi, I wrote a CUDA kernel for convolution, and it outperforms cuDNN for small tensors. cuDNN is efficient for large batches, but slow for small batches. Here are some numbers for my Go program. This is a network with 80 layers of 128 channels, 19x19 board, V100 (PCIExpress), half-precision, NHWC ten...
by Rémi Coulom
Mon Nov 04, 2019 6:50 pm
Forum: Ataxx
Topic: Crazy Zero
Replies: 0
Views: 1153

Crazy Zero

Hi, Here is a short report about my Crazy Zero experiments. Crazy Zero is a generic implementation of AlphaZero. I already used it for Go, shogi, gomoku, renju, othello, and chess. The version that played on the Ataxx server (http://server.ataxx.org/) is less than one day old. The network architectu...
by Rémi Coulom
Thu Oct 31, 2019 12:19 pm
Forum: General Discussion
Topic: AlphaStar: Grandmaster level in StarCraft II using multi-agent reinforcement learning
Replies: 0
Views: 1166

AlphaStar: Grandmaster level in StarCraft II using multi-agent reinforcement learning

https://www.deepmind.com/blog/article/AlphaStar-Grandmaster-level-in-StarCraft-II-using-multi-agent-reinforcement-learning Direct link to the paper: https://storage.googleapis.com/deepmind-media/research/alphastar/AlphaStar_unformatted.pdf The most interesting contribution seems to be their league s...
by Rémi Coulom
Sat Oct 26, 2019 10:38 am
Forum: Game-specific references
Topic: Mahjong
Replies: 1
Views: 11306

Re: Mahjong

Microsoft has produced a very strong AI:
https://medium.com/syncedreview/meet-mi ... b0a63eb871
Very little technical details, unfortunately.
by Rémi Coulom
Wed Oct 23, 2019 5:22 pm
Forum: ICGA
Topic: A Welcome from the new President, Jonathan Schaeffer
Replies: 0
Views: 1112

A Welcome from the new President, Jonathan Schaeffer

https://icga.org/?page_id=2984

Thanks Jonathan for accepting to become the new President of the ICGA!
by Rémi Coulom
Wed Oct 23, 2019 4:59 pm
Forum: Game-specific references
Topic: Ataxx
Replies: 0
Views: 742

Ataxx

Ataxx has a community of AI programmers, with a few open-source engines
by Rémi Coulom
Wed Oct 23, 2019 10:29 am
Forum: General Discussion
Topic: The Ludii General Game System
Replies: 0
Views: 774

The Ludii General Game System

https://ludii.games/

A great collection of games and their rules by our Maastricht friends.
by Rémi Coulom
Wed Jul 25, 2018 10:10 pm
Forum: General Discussion
Topic: TORCS
Replies: 2
Views: 5620

Re: TORCS

Hi,

The TORCS forum might be a better place to ask:
http://www.berniw.org/trb/forum/threadlist.php

Rémi
by Rémi Coulom
Thu Apr 12, 2018 4:10 pm
Forum: General Discussion
Topic: CIG 2018, Maastricht, The Netherlands, August 14-18, 2018
Replies: 2
Views: 1331

Re: CIG 2018, Maastricht, The Netherlands, August 14-18, 2018

I probably won't attend. But it does look like a very nice event.
by Rémi Coulom
Wed Feb 21, 2018 5:38 pm
Forum: General Discussion
Topic: CIG 2018, Maastricht, The Netherlands, August 14-18, 2018
Replies: 2
Views: 1331

CIG 2018, Maastricht, The Netherlands, August 14-18, 2018

https://project.dke.maastrichtuniversity.nl/cig2018/ Computer games offer not only a killer application for computational intelligence (CI), machine learning and search, but also provide a compelling domain in which problem solving and decision making meet artifact creation, to provide highly immers...