Questions tagged [control-problem]

For question related to the "AI control problem".

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Are linear approximators better suited to some tasks compared to complex neural net functions?

Model based RL attempts to learn a function $f(s_{t+1}|s_t, a_t)$ representing the environment transitions, otherwise known as a model of the system. I see linear functions are still being used in ...
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How to learn using DDPG in python solely using a timeseries datasets

I have a lengthy timeseries datasets which contains several variables (from sensors etc) to be classified as actions or states. Providing they are successfully done, I want to learn a control policy ...
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Solving the dead time problem for control using reinforcement learning

There are several occasion that reinforcement learning can be used as a control mean. The action is for example the set target temperature (which in many occasions change with time) and the state is ...
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Deriving an ANFIS based controller

I have a Fuzzy controller with a desirable response, and I'm wanting to use the input and output data to derive an ANFIS based controller. ANFIS requires data for 2 inputs and 1 output, I have the ...