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Simulation environment capabilities/scenario assistance for fault detection #224

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jediPhD opened this issue Jun 28, 2024 · 1 comment
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@jediPhD
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jediPhD commented Jun 28, 2024

Hi... I am working on an algorithm that can detect sensor/actuator failures using reinforcement learning. I want to apply this to a simulation environment. How can I adapt my malfunction scenario to run in this environment? Could you please help me?

@JacopoPan JacopoPan added the question Further information is requested label Jul 31, 2024
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Hi @jediPhD

the current status of the repo does not include sensor simulation but you might inject errors/noise in the action (the input to method step()) for actuator failure and to the obs (the return value of method step()) for sensing failure.

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