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I'm looking for an expert to build Deep Reinforcement Learning (Actor critic) algorithm

$30-250 USD

Cerrado
Publicado hace alrededor de 5 años

$30-250 USD

Pagado a la entrega
I'm Building algorithm to interact with Android App UI, to explore crash, Activity, state. Introduction Automated testing techniques basically run a subject app and generate UI events to explore the app. The challenge is to generate as many relevant inputs as possible to maximize the coverage of the exploration. Testing has to ensure that all the available activities within the app are explored and that certain hard-to-reach states of activity windows are reached. It also has to do so in a practical amount of time. Actor being the input generation policy, critic being the state evaluation policy. Critic evaluate if the agent visit a "good" state; The actor learns how to generate input such that it goes to "good" state; The action space is not continuous, i.e. you have a finite number of UI input The actor can simply be a greedy policy, i.e. to choose the best input (e.g. always press back in a certain activity) More details will be provided
ID del proyecto: 18778388

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8 propuestas
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Activo hace 5 años

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8 freelancers están ofertando un promedio de $346 USD por este trabajo
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ALEX INFOSOFT We have a 5 years of experience. Please ping me so that i can assist you further. We have professional team of developers. we have completed many website and mobile application. I can work full time for your project from now on. We focus develop high quality app with latest coding standards and completion of work within deadlines. I will give you all support hosting and domain credential. With one year of free service for your project.
$155 USD en 3 días
5,0 (43 comentarios)
5,6
5,6
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Hi I am a very experienced statistician, data scientist and academic writer. I have completed several PhD level thesis projects involving advanced statistical analysis of data. I have worked with data from several companies and have done projects involving high level quantitative analysis and data interpretation skills to study the trends, time behaviour and compare the variables in the data. I can do advanced level analysis in SPSS, R, PYTHON, WEKA, TABLEAU and EXCEL tools like machine learning, hypothesis testing, forecasting, T-test, ANOVA etc. Looking forward to discussion, Best Regards, Suyash
$250 USD en 3 días
4,6 (24 comentarios)
5,5
5,5
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I am Machine Learning, Deep Learning, Computer Vision expert and working in these fields from the past 3 years. The major field in which I have worked including: Deep Learning Machine Learning, Digital Image Processing, Computer Vision, Neural Networks. The main tools that I have used for implementation is: MATLAB Python OpenCV TensorFlow Caffe DIGITS. I can implement neural networks like ANNs, CNNs, LSTMs/RNNs, GANs, and different other models like autoencoders in tensorflow, keras and tflearn. I can also implement ML algorithms like linear/logistic regression, SVM, Random Forest etc in scikit-learn. For any research/thesis related purposes I can make new models of your cool ideas from the scratch. I can provide latex format reports for all the methodology used in the algorithm if required. Thanks
$244 USD en 3 días
4,8 (26 comentarios)
4,8
4,8
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Here, you find a PERFECT MATCH..!! Regarding Your Requirements: - I have reviewed your requirements and it exactly falls under our area of skills and expertise. - We have worked on almost all the mentioned features and functionalities in our past projects. - Choosing us can prove to be the BEST decision because: > Developed more than 150 applications for iOS and Android. > 50+ website design and developed > Experience which leads to a clear understanding and on-time delivery > In-house teams of UI/UX designers, QA testers & brilliant developers. Assurance: Our enthusiastic teams will be always ready to provide their suggestions and recommendations regarding the project at any point of time. "Just give us a chance and we will surely amaze you with our work..!!" Thanks. Note: The current provided cost & timeline for the project is a placeholder and we will provide you precise estimated cost and timeline once we will have a clear scope of work.
$144 USD en 2 días
0,0 (0 comentarios)
0,0
0,0
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I solve problems in everything from computer vision to deep reinforcement learning applied to algorithmic trading. Currently writing a paper on predicting the outcome of sporting events using artificial neural networks. Strong background in linear algebra, probability, set theory, and other mathematics. Utilizing Lie groups in the context of theoretical physics in my free time(gauge theory). Mainly work in python and tensorflow. My knowledge of ML algorithms spans from classic methods(linear combination of features, random forests, SVMs), to cutting-edge techniques(capsule networks, ANNs learning to knowledge graphs for probabilistic reasoning). Because of this, I can reason about the optimality of a particular architecture when applied to a problem domain. Further, I am developing state-of-the-art frameworks and architectures in the pursuit of Strong/General AI. Progress in this area has led me to advancements such as combining deep reinforcement learning algorithms with a version of OpenCog’s Bayesian Meta-Optimizing Semantic Evolutionary Search(MOSES) and atomspace to craft the beginnings of generalized learning framework and formalize it mathematically. Look forward to discussing! Thanks, Austin
$1.111 USD en 3 días
0,0 (0 comentarios)
0,0
0,0
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We Build artificial intelligence driven technology solutions which help help organizations improve their performance Core Skill sets: - Machine learning Natural language processing Computer vision Neural networks based deep learning Reinforced learning systems Predictive modelling Providing artificial intelligence consulting and AI software development to startups and large enterprises we noticed that although the company structures may be totally different, both startups and enterprise clients face the same challenges planning new data initiatives. Our clients either don’t have their own data science teams, or their team is too small to cope with all the tasks in the environment of a fast-growing company. With InData Labs you’ll save time on hiring top-notch specialists. Our team of world-class data scientists and machine learning engineers will bring know-how to your project from day one. Technology used: - Python Keras Tensor Flow Scikit learn Theano Pytorch How Do we work: - We will build the project using Keras as it has the required high level libraries to perform the operation efficiently and quickly using different grades of deep learning libraries. Start with set of data you know the answer too Train the machine learning algorithm on the data set we know answer too Get the set of data we need to know the answer too, also known as test set Pass data through trained algorithm Organize the results and prepare the necessary reports and infographs to provide insi
$244 USD en 3 días
0,0 (0 comentarios)
0,0
0,0

Sobre este cliente

Bandera de MALAYSIA
Kuala Lumpur, Malaysia
4,4
10
Forma de pago verificada
Miembro desde mar 6, 2015

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