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My main goal is to make reinforcement learning technique ( anyone ) explainable / transparent for the user.

We can visualize / present future behaviors of actions of the trained algorithm. That would be simple and a good starting point to do something real / bigger in the next projects as I have lots of work.

Language: Python, you can use TensorFlow, OpenGym AI etc if you want.

A few papers came up in the search. It's a basic approach but might be a good inspiration: [login to view URL]

Ok, to recap, the goal is to create Interpretability model ( in Python or Matlab ) that explain why the Reinforcement Learning is making a decision and what confidence it has in that decision.

As for the test environment we can use whatever you want but I was thinking about something simple and nice like this code:

[login to view URL]

This might be interesting for you:

Researchers at OpenAI and Oxford release Learning with Opponent-Learning Awareness, an RL algorithm that takes into account how its choice of policy can change other agents' strategy, enabling cooperative behavior in some simple multi-agent settings:

[login to view URL]

So Im locking to someone who can help. Newbie that have great knowledge are welcome also!

Sincerlly Im on low budget.... Maximum that I can pay is 100$.

Also I have lot more works in the future.

Taidot: Koneoppiminen, Matlab ja Mathematica, Python, tietojärjestelmäarkkitehtuuri

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Tietoa työnantajasta:
( 0 arvostelua ) Romania

Projektin tunnus: #15420740

9 freelanceria on tarjonnut keskimäärin %project_bid_stats_avg_sub_26% %project_currencyDetails_sign_sub_27% tähän työhön

tarunwadhwa85

Hi, I would like to work on your project because I am also interested in this field. Relevant Skills and Experience Tensorflow Deep Learning Machine Learning Python Proposed Milestones €111 EUR - Finall milestone

€111 EUR 3 päivässä
(6 arvostelua)
4.7
€100 EUR 5 päivässä
(10 arvostelua)
4.3
mikhailkozalski

I am good at python and good mathematician.I also know the machine learning and nltk. Relevant Skills and Experience Python, Machine Learning,Algorithm Design Proposed Milestones €155 EUR - when done Pls contact wit Lisää

€155 EUR 3 päivässä
(5 arvostelua)
3.1
€155 EUR 3 päivässä
(1 arvostelu)
2.8
ardenraman

[login to view URL] I am very interesting for your project because I have rich experiences and also have been working in this field for 8 years over. if you will award me, I will do my best for you. Relevant Skills and Experien Lisää

€30 EUR 3 päivässä
(3 arvostelua)
1.3
silicolabs

Hi, we have been in python development So we can help you in this project to you. Relevant Skills and Experience Python, Machine Learning, A.I, Tenserflow, Computer Vision, OpenCV. Proposed Milestones €155 EUR - Let' Lisää

€155 EUR 3 päivässä
(2 arvostelua)
0.6
SeniorProgramer

Hi I am Senior P I've reviewed your complete job description, and I fulfill all the qualifications required for this project. I would love to as per your requirements in good price at minimum time. I have more th Lisää

€30 EUR 2 päivässä
(0 arvostelua)
0.0
Naazsoftware

Dear Sir, After reading the job description I am confident that I would be a perfect fit for this position as my experience and abilities precisely match your requirements. Warm Regards Zeba Relevant Skills and Exp Lisää

€155 EUR 3 päivässä
(1 arvostelu)
0.0
hassenmurtaza

A proposal has not yet been provided

€77 EUR 30 päivässä
(0 arvostelua)
0.0