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Reinforcement Learning algorithm for Crypto Trading

An algorithm for trading crypto currencies has been implemented.

Your job is to change the variables to improve the output and incorporate how to add other algorithms to the solution. We will provide you with the exact requirements that we are looking for.

Points to Note:

1. We are currently using the Q learning, PPO and other main algorithms

2. We have data from about 12 crypto coins, the main ones primarily include Bitcoin and ethereum.

3. The data ranges from 2013 upto 2020. There is no consensus currently on how much training should be used for the bot (trading agent in our case ) to mature. We have run the algo at about 200 epochs and that is sufficient to mature it.

4. The code is purely in Python

In summary: the goal is to implement reinforcement learning to make an automatic trading agent that learns through past data and make decisions to maximize the profit. The main outputs are - whether to buy, hold or sell. -The profit or loss incurred - How much coins to buy sell at which days

NOTE. : Keep in mind this isnt a simple to do project and although the algorithm is working, we need to change the outputs and make improvements to the code. Only bid if you have relevant skills. We will know if you dont have the proper skills for this project.

Also, we are posting again since we received no response from the people who placed a bid when we contacted them, so if you don't plan to respond quickly kindly do not bid.

Thank you

Taidot: Python, Deep Learning, Keras, Tensorflow, Machine Learning (ML)

Tietoa työnantajasta:
( 0 arvostelua ) Neuwied, Germany

Projektin tunnus: #32742640

15 freelanceria on tarjonnut keskimäärin €285 tähän työhön

ibrahimanjum330

Hi, I understand that you require a python coded bot, that uses reinforcement learning algorithm, you already have one in place, and that is being tested on the basic algorithms, including but not limited to PPO and o Lisää

€50 EUR 3 päivässä
(76 arvostelua)
6.1
loyidandrews

Hi, How are you? Very happy to bid your project because my skills are fitted in your project. I have 8 years experience in Machine learning ,Deep learning ,NLP and AI. I am very familiar with CNN, RNN, LSTM, SVM , BER Lisää

€140 EUR 3 päivässä
(19 arvostelua)
5.9
edulov

Hello I already solved this task with very high accuracy, and offer my solution. Price starts at $350000 USD. Your description indicates that actually you have something barely working, I spent long time in this stage Lisää

€2000 EUR 7 päivässä
(9 arvostelua)
5.4
shashaev96

Master in Machine Learning and Software Developing️ Hello, I hope you are safe and Doing well I have seen your project requirements, I am looking to discuss them further with you Hope we will meet soon to discuss furt Lisää

€150 EUR 3 päivässä
(25 arvostelua)
5.2
datacode0023

Hi, I have +5 years of experience dealing with machine learning algorithms and worked on multiple projects in this field, I absolutely can do your project as you like. Please contact me to discuss more. Have a nice day

€140 EUR 7 päivässä
(11 arvostelua)
4.1
KefahAied

Guten Tag! Thank you for this good description, it looks very professional project and I wish I could help you with my experience in machine learning and reinforcement learning, I have worked on RL especially with Dee Lisää

€250 EUR 30 päivässä
(5 arvostelua)
3.5
tefoai

Hi, Please provide me all the details about your model. I can change the output and some parameters in order to improve the code.

€110 EUR 7 päivässä
(8 arvostelua)
3.0
baltickriscoder

Hello, sir! I'm a senior full-stack web engineer with several years of professional and extensive experience. I've read the job description carefully and fully understood what you want and what I have to do. I've all t Lisää

€120 EUR 7 päivässä
(1 arvostelu)
2.1
payalku40

HhI I can start right now but i have few doubts and questions lets have a quick chat and get it started waiting for your replyyy

€140 EUR 7 päivässä
(0 arvostelua)
0.0
Dimafrol

Hi, There I read through the job details extremely carefully and I am absolutely sure that I can do the project very well. I have good experience with Python, Deep Learning, OpenCV, Computer Vision, Tensorflow, Pytorc Lisää

€200 EUR 3 päivässä
(0 arvostelua)
0.0
smolroman911

Hello client! Thanks for posting. I am very happy to send a proposal on this project. I'm confident that I can do your project perfectly. Always respect your opinion or added idea so I will take responsibility for any Lisää

€140 EUR 1 päivässä
(0 arvostelua)
0.0
(0 arvostelua)
0.0
hvozdikovdmyto

Hi. I researched DQN, DDQN, AC, A3C, PPO, DynaQ algorithms so far. As you mentioned, this is not an easy project because cryptocurrency price varies seriously with the social and political infuluence. But I think we ca Lisää

€200 EUR 7 päivässä
(0 arvostelua)
0.0
anuragjha530

I'm not say that I'm best but I have good knowledge for this field and try to I give my best for this project

€140 EUR 7 päivässä
(0 arvostelua)
0.0
thecryptobotdev

Hey, my name is yam and i have 3 years of crypto and stock trading experience, i'm also a professional software developer that does freelancing in the crypto and trading space. I have developed over 40 bots relating to Lisää

€250 EUR 5 päivässä
(0 arvostelua)
0.0