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help deploy my custom open ai gym environment

$750-1500 USD

Closed
Posted 24 days ago

$750-1500 USD

Paid on delivery
Hello! I have created a custom reinforcement learning (RL) environment using open ai's gym. I would like to transition this project from something that is readable by myself only, to a wider audience. The environment puts the agent in control of an F-16 aircraft. The task is to maneuver through "Tunnel" without hitting the walls. With some minor debugging and package install, the code should run. Here's what I'd like help with: 1. Simplification. I made this for my research. Thus there are likely portions that could be cut if it's a general environment. Also open to reorganization of the environment if there's a better way to accomplish. 2. "Branding." My plan is to make RL with high performance aircraft as accessible as Atari, Mujoco, etc. Typically vendors hold simulation efforts closed source. Not looking to make a marketing campaign necessarily, but would like your thoughts on how to best reach the audience, aviation enthusiasts. 3. CI/CD. Hoping to publish this on gym as well as push to github in a docker container. Could use guidance on that process and a plan for CI/CD moving forward. The state vector can be any or all of the available non-linear dynamics associated with the F-16 as well as a distance measurement to the nearest wall created by a sensor. Action space is a 4 vector of throttle, sidestick, pull and rudder. Reward function is how far down the tunnel it goes. Happy to hop on a call and walk through the code. Let me know your approach to this problem, thanks!
Project ID: 38019642

About the project

18 proposals
Remote project
Active 23 days ago

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18 freelancers are bidding on average $1,412 USD for this job
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I am an experienced Python developer with a strong background in reinforcement learning (RL) environments and open AI's gym. I can simplify your custom F-16 aircraft control environment and optimize the code for wider accessibility. Additionally, I can provide guidance on branding strategies to reach the aviation enthusiast audience and assist with the CI/CD process for publishing on gym and GitHub.
$1,275 USD in 10 days
5.0 (174 reviews)
7.8
7.8
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Hi there,I'm biddin on your project "help deploy my custom open ai gym environment " I have read your project description and i'm an expert in Python and machine learning therefore 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. .. .
$1,500 USD in 1 day
4.8 (32 reviews)
7.1
7.1
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Choosing me to help deploy your custom OpenAI Gym environment will give you access to my extensive programming experience, particularly with Python - the main language used in the development of this environment. With over 12 years in the industry, I've honed my skills in areas such as automation and AI integration that make me uniquely suited for this task. I understand the complex logic required for reinforcement learning environments. Apart from working towards a successful deployment, I bring an added value of broadening the reach and user base of your project. My experience includes enhancing websites with customized features - a skill that can help explore creative avenues to attract aviation enthusiasts to your F-16 environment. Additionally, my knowledge on CI/CD pipelines will ensure smooth and effortless publication on GitHub and the Gym platform. I firmly believe in collaborating with clients to achieve optimal outcomes, so I'm ready and enthusiastic about discussing your specific requirements in more detail through a call. Together, we can make RL with high-performance aircraft as accessible as other popular environments like Atari or Mujoco. Sounds exhilarating? It would be a pleasure to harness the power of technology and automation with you on this project! Let's innovate together - hire me now!
$2,000 USD in 11 days
5.0 (109 reviews)
6.8
6.8
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I can help deploy your custom reinforcement learning environment built using openai's gym, specifically focusing on simplifying the code for a wider audience, reorganizing the environment for better functionality, and strategizing the best approach to reach aviation enthusiasts. With over 10 years of experience in web development using Python and Django, as well as expertise in DevOps and CI/CD processes, I am well-equipped to handle this project. I have worked extensively with deploying projects on GitHub and using docker containers. I am excited to discuss your project in more detail and provide solutions to enhance the accessibility of your RL environment. Please review my profile for feedback and portfolio, and let's start chatting to delve deeper into your requirements.
$1,200 USD in 1 day
5.0 (8 reviews)
6.5
6.5
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Hey there! Picture this: your project, but even better. I've got skills that'll make your ideas sing and your goals soar. Let's chat and make some awesomeness happen together. Trust me, it's gonna be epic!
$870 USD in 7 days
5.0 (11 reviews)
4.7
4.7

About the client

Flag of UNITED STATES
Knob Noster, United States
5.0
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Member since Jul 17, 2016

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