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interface for transfer learning #11

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3 tasks
lalvim opened this issue Oct 20, 2020 · 0 comments
Open
3 tasks

interface for transfer learning #11

lalvim opened this issue Oct 20, 2020 · 0 comments
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enhancement New feature or request

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@lalvim
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lalvim commented Oct 20, 2020

What about using our own learnt models from problems such as cartpole .... and apply to the initial population for solving another problem?

I think it easy to implement an interface and some heuristic to replicate similar solutions to fill all the pop size.
Sugested Tasks:

  • Design a new method for that

  • Develop an heuristic to do some perturbation on a learnt model (e.g. cartpole and others) in order to fill the population of hundreds of initial solutions

  • Create an experiment on tinymlzoo

@lalvim lalvim added the enhancement New feature or request label Oct 20, 2020
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