Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
Playing Pacman with Monte Carlo Tree Search
Search
Daniele Polencic
February 02, 2016
Technology
0
120
Playing Pacman with Monte Carlo Tree Search
Lighting talk - Front Endgineers
Daniele Polencic
February 02, 2016
Tweet
Share
More Decks by Daniele Polencic
See All by Daniele Polencic
Zero to Kubernetes — Developer's Gym Singapore
danielepolencic
2
180
Scaling Microservices with Message Queues, Spring Boot and Kubernetes
danielepolencic
3
340
7 tips and tricks on how to make the most of your Kubernetes journey
danielepolencic
3
260
Deploying and Scaling Spring Boot Microservices to Amazon EKS
danielepolencic
1
620
From Zero to Forex Trading Bot Hero with Node.js and Typescript
danielepolencic
0
340
Kubernetes Chaos Engineering: Lessons Learned in Networking
danielepolencic
0
190
Deploying and Scaling Spring Boot Microservices to Kubernetes
danielepolencic
0
68
Scaling Machine Learning in the Cloud with Kubernetes
danielepolencic
0
69
From Zero to Forex Trading bot Hero
danielepolencic
0
110
Other Decks in Technology
See All in Technology
Datachain会社紹介資料(2024年11月) / Company Deck
datachain
4
17k
GraphRAGを用いたLLMによるパーソナライズド推薦の生成
naveed92
0
190
いざ、BSC討伐の旅
nikinusu
2
600
【令和最新版】AWS Direct Connectと愉快なGWたちのおさらい
minorun365
PRO
2
130
福岡新卒エンジニアの会
teba_eleven
1
190
リンクアンドモチベーション ソフトウェアエンジニア向け紹介資料 / Introduction to Link and Motivation for Software Engineers
lmi
4
300k
元旅行会社の情シス部員が教えるおすすめなre:Inventへの行き方 / What is the most efficient way to re:Invent
naospon
2
280
What to do after `laravel new`
mattstauffer
0
140
SREによる隣接領域への越境とその先の信頼性
shonansurvivors
1
400
AWS Lambdaと歩んだ“サーバーレス”と今後 #lambda_10years
yoshidashingo
1
110
いろんなものと両立する Kaggleの向き合い方
go5paopao
2
970
地理情報データをデータベースに格納しよう~ GPUを活用した爆速データベース PG-Stromの紹介 ~
sakaik
1
110
Featured
See All Featured
RailsConf 2023
tenderlove
29
890
BBQ
matthewcrist
85
9.3k
Evolution of real-time – Irina Nazarova, EuRuKo, 2024
irinanazarova
4
360
Music & Morning Musume
bryan
46
6.2k
[RailsConf 2023 Opening Keynote] The Magic of Rails
eileencodes
28
9.1k
Typedesign – Prime Four
hannesfritz
40
2.4k
What's in a price? How to price your products and services
michaelherold
243
12k
Stop Working from a Prison Cell
hatefulcrawdad
267
20k
Into the Great Unknown - MozCon
thekraken
32
1.5k
個人開発の失敗を避けるイケてる考え方 / tips for indie hackers
panda_program
92
16k
[Rails World 2023 - Day 1 Closing Keynote] - The Magic of Rails
eileencodes
32
1.8k
Rebuilding a faster, lazier Slack
samanthasiow
79
8.7k
Transcript
Playing Pac-man with Monte Carlo Tree Search @danielepolencic
None
i ❤ strategy games
None
how does it know it's a good move?
it's brute force !
almost
long story short
None
1. play a new game one random move at the
time
None
None
None
None
None
None
2. write down your moves Did you win or lose?
pacman 1 - ghost 0 matches played: 1
3. rinse and repeat
None
pacman 1 - ghost 1 matches played: 2
None
None
None
None
None
4. Pick the best
None
Does it really work? (oh, yes)
None
let's talk @danielepolencic
thanks