# I would like to hire a Coder

Main task: Implementation of a specified EWA algorithm (for example reinforcement learning or

belief based learning) to simulate learning in iterated 2x2 games with Python and a statistical

evaluation of the results.

Definition: A simulation double sequence S(i,j) (1 ≤ i ≤ n); (1 ≤ j ≤ m) consists of n*m simulations with one

given game G in strategic normal form.

Solution Outline: You need to implement S(i, j)(1 ≤ i ≤ n); (1 ≤ i ≤ m).

For a fixed i* the simulation S(i*, j)(1 ≤ i ≤ m) looks like:

1. In the first period all parameter values need to be initialized.

2. For n simulations and m periods a given game G is played.

In each period j (1 ≤ j ≤ m)

-the players chose their strategy according to the EWA learning algorithm

-play the game

-update their strategic behavior (for example propensities) according to the EWA learning

algorithm.

-an output for each round is written into a csv file.

An example layout for the csv-file could look like this:

csv file viewed in Excel:

A Simulation S(i*, j)(1 ≤ i ≤ m) can be seen as one observation. That means all parameters (like initial

propensities) are the same in the first period S(i, 1)for all 1 ≤ i ≤ n. The statistic should be done at

least for one Simulation double sequences S(i, j)(1 ≤ i ≤ n) (1 ≤ i ≤ m).

The statistical analysis can be done with EXCEL, R, SPSS or any other statistical tool. The analysis

should give information about the distributions of relative frequencies of the chosen strategies.

The statistical analysis should contain at least a graphic representation of the distributions, mean,

standard deviation. Also time series of fix S(i*, j*) are welcome.

Hint 1: It is recommended to use the following data structure for 2x2 games:

Transform the game matrix

(1,5) (2,6)

(4,8) (3,7)

into a list [1,2,3,4,5,6,7,8]

Habilidades: Coding, HTML, PHP, Desenvolvimento de Software

( 0 comentários ) Germany

ID do Projeto: #14806329

## 24 freelancers are bidding on average \$143 for this job

\$155 USD in 3 dias
(34 Comentários)
0.0
parsysmedia

Dear Client, We are glad to provide you our expert domain services to fulfill your requirements. We have a team of certified developers and we can complete your project quickly. We have already worked on similar Mais

\$99 USD in 5 dias
(8 Comentários)
0.0
hunmin888

Hi, sir! I had a close look to your project. I have a good skill in python and php programming. If you award this project to me, I'll complete it in time. Thank you in advance. Stay tuned, I'm still working on this Mais

\$200 USD in 3 dias
(10 Comentários)
0.0
\$155 USD in 4 dias
(61 Comentários)
0.0
jeszahidhasan

Hi, I have a complete knowledge on web design and development though I am new in this market place. I have experience of doing such task in another field. you can give me your project. It will help me to upgrade my pr Mais

\$88 USD in 5 dias
(0 Comentários)
0.0
ahmedusama4745

A proposal has not yet been provided

\$35 USD in 3 dias
(0 Comentários)
0.0
\$150 USD in 3 dias
(28 Comentários)
0.0
chetanchouhan

Hi, I (Myself a senior PHP/Wordpress Developer) have a team having experience of more than 10 years in developing web and mobile applications. I have a team of expert programmers who write robust and bug-free codes Mais

\$155 USD in 3 dias
(11 Comentários)
0.0
\$150 USD em 1 dia
(20 Comentários)
0.0
AqPandith

Hi, My name is Aqpandith, I have gone check your projects descriptions so I can do it perfectly. I have 5 years+ experience in C programming, Software development, HTML, Java, .Net. Skills: Software development, Jav Mais

\$35 USD in 3 dias
(0 Comentários)
0.0
liangjongai

I can help you. Your project seems to be for me. I have enough skill for you. For more, see my profile. Stay tuned, I'm still working on this proposal.

\$155 USD in 3 dias
(142 Comentários)
0.0
\$155 USD in 3 dias
(7 Comentários)
0.0
imagicaworld

Hello Relevant Skills and Experience please have a look at our portfolio link:- [url removed, login to view] Proposed Milestones \$75 USD - 1 \$75 USD - 2

\$150 USD in 3 dias
(51 Comentários)
0.0
Gaosong2017

Honorable Senior. How are you? I have experience 5+ years in developing .NET, WordPress, CodeIgniter, PHP, JavaScript, CSS, AJAX, JSON, MySQL, Web Development so on with a Bachelor of Science in Information Technology Mais

\$150 USD in 3 dias
(24 Comentários)
0.0
Sonia8619

Dear Hiring Manager, I am more than 8 plus years of experienced in this field. You can check out my work here:- [url removed, login to view] Regards Sonia8619 Relevant Skills and Experience Coding, HTML Mais

\$244 USD in 6 dias
(112 Comentários)
0.0
bsoni3891

I have recently finished the work with same requirement as yours. We Experts from IIT India ‘Dedicated Developer Service’ gives you access to Single or team of Dedicated Developers/ developers. Relevant Skills and Exp Mais

\$155 USD in 3 dias
(2 Comentários)
0.0
\$277 USD in 10 dias
(97 Comentários)
0.0
SilentStarMagic

I have rich experience in this field. If you contact me, we can discuss more detail. Stay tuned, I'm still working on this proposal.

\$155 USD in 3 dias
(8 Comentários)
0.0
\$155 USD in 3 dias
(14 Comentários)
0.0
alif8

Hello, Great to see your job. I have 8+ year of experience. Services that we provide: App, Web Design & Dev., Graphic Design, Content Writing, SEO, hosting. Please contact for more details. Sandhya. Relevant Skills Mais

\$155 USD in 3 dias
(73 Comentários)
0.0