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Modelling Reinforcement learning environment from gnuradio - Upwork

Būsena UŽDARYTA
Biudžetas 501-1000 Eur
Sukurta: 2023-01-06
Baigiasi: 2023-01-13
Siūlo: Nėra
Apibūdinimas: I have to model a real time input from GNU radio companion as an environment for the reinforcement learning algorithm and give a feedback to the GNU radio flow graph from the reinforcement learning suggested action.SO the flow graph takes its actions of searching different center frequencies as told by the reinforcement learning algorithm. I have a GNU Radio flowgraph for the simple frequency sweeping receiver. I want someone to do a task that include model the real-time input from GNU radio companion as an environment for the reinforcement learning algorithm. This would involve configuring the input stream from GNU radio and mapping it to the reinforcement learning environment.

Integrate the reinforcement learning algorithm with the GNU radio flow graph. This would involve modifying the flow graph to accept suggestions from the reinforcement learning algorithm and take appropriate actions based on those suggestions.

Test the integration to ensure that it is functioning properly. This would involve running simulations and experiments to verify that the reinforcement learning algorithm is able to effectively control the frequency sweeping receiver.

Budget: $50

Posted On: January 06, 2023 03:48 UTC
Category: Machine Learning
Skills:Reinforcement Learning, Machine Learning, Python, TensorFlow, Keras, RADAR Construction Management RADAR

Skills: Reinforcement Learning, Machine Learning, Python, TensorFlow, Keras, RADAR Construction Management RADAR
Country: Pakistan

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