Deep Q-Learing (Reinforcement learning) Python3 Program

$30-250 CAD

Cancelled

Posted

almost 5 years ago

$30-250 CAD

Paid on delivery

I need a program written in python3 (with Scikit/Keras/Tensorflow) that can take up to 10 binary inputs, and a decimal number. I want it to take data and learn from it unsupervised and record a reward for a win, and a negative-reward for a loss. The decimal number will likely be $5 - $2k and is related to the binary inputs somehow. The algo should treat it no different than a game. The agent should have 3 actions "buy", "sell", "hold". The agent can buy as much as it can (a start balance should be configurable). A buy will buy, and reduce the balance, and increase inventory by 1, a sell should increase the balance and reduce the inventory, and a hold does nothing. The program should never buy if the balance cannot afford the price, and should also never sell if the inventory count is less than or equal to 0. It should be able to get better at guessing price movements over time, with more and more price and binary data. The reward will be the difference from the buy and the sell. If it loses money, a negative reward, and if positive, a positive reward. Model should be saved as it trains so it never should restart from the bottom. The data will be in CSV file and look like this: 1432.87, 0,1,1,0,1,1,1,0,0 1435.99, 1,0,1,0,0,1,1,0,0 1400.11, 0,1,0,0,0,1,1,0,0 1356.12, 1,0,1,1,0,0,1,0,0 (etc)

Machine Learning (ML)

Python

Scikit Learn

Project ID: 19321540

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8 proposals

Remote project

Active 5 yrs ago

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8 freelancers are bidding on average $205 CAD for this job

@liveexperts123

Hi there, I have read your project description and i'm confident i can do this project for you perfectly.I still have a few questions. please leave a message on my chat so we can discuss the budget and deadline of the project. Thanks . .

$555 CAD in 4 days

4.8

(20 reviews)

6.1

@shadabkhan92

HI there, We are experts in the python related frameworks solution. We are expert developers who have done many projects and have wide experience in python programming language.

$164 CAD in 3 days

4.9

(28 reviews)

6.3

@umg536

Hello there, This is a default bid made. we'll discuss the price later in the chat after reading your project i can do this for you perfectly.I still have a few questions. please leave a message on my chat so we can discuss this further.. Thanks . .

$155 CAD in 3 days

5.0

(7 reviews)

4.8

@Itblast

I had just completed my PhD in the field of machine learning and information retrieval. Successfully completed various project related to ML and IR. Any one can contact me for the projects related to chat bot, trading algorithms (Forex), text extraction and classification, NLP, Weka, ranking model, Information retrieval systems. I prefer working in Python and Java. Anyone can contact me for Research work and collaboration. With a high passion and LOVE

$155 CAD in 3 days

5.0

(6 reviews)

4.9

@usamamw141

Hey there, I can do this project. Feel free to inbox me any time. Hey there, I can do this project. Feel free to inbox me any time.

$100 CAD in 3 days

5.0

(25 reviews)

4.9

@superbpartner

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Hi,sir, I'm sure that I can be a excellent candidate for your project. Please contact me, so that we can discuss more over chat. I value my credits from clients. Thank you for your reading. I have worked for a long time on many projects similar to your project - Deep Q-Learing (Reinforcement learning) Python3 Program I am very familiar with skills such as Machine Learning, Scikit Learn, Python and so on.

$155 CAD in 1 day

5.0

(2 reviews)

3.6

@hemantjhalani

Hello , My total experience is 6.8 years in Predictive modeling Statistical Analysis, Optimization and Machine learning techniques. I have implemented data science solutions for the Digital marketing & advertising, Telecom and Insurance Industries. I am equally comfortable in using a Domain Specific Language like R & Python and statistical tools like SAS, SPSS & EViews. Being excellent in communication, articulate and personable with a talent of relating easily to diverse group of individuals Experience as Data Scientist Interacting with stakeholders throughout the organization to understand the challenges and design business solutions for the same End to end project execution starting from data exploration to insight generation and recommendations Device predictive and descriptive analysis techniques and machine learning algorithms in various projects Coordinate with different functional teams to implement models and monitor outcomes. A drive to learn and master new technologies and techniques. Statistical and data mining techniques: GLM/Regression, Random Forest, Boosting, Trees and text mining, text classification models and Neural Network Querying databases and using statistical computer languages: R, Python and SQL Visualizing/presenting Analysis/Insights/results to business Masters in Statistics – Certificate of Actuaries (Passed 5 Papers CT Level) “The Institute of actuaries of India, Mumbai”. SAS Certified Base Programmer for SAS 9 & Regression and Model

$200 CAD in 3 days