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Create 2D training environment for gym #44

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ghost opened this issue Jan 29, 2019 · 5 comments
Open

Create 2D training environment for gym #44

ghost opened this issue Jan 29, 2019 · 5 comments

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@ghost
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ghost commented Jan 29, 2019

🚀 Feature Request

Part of #42. Depends on #43. We must create our 2D training environment for gym, because pytorch works best with gym environments, and it is our chosen deep learning library. The focus is on 2019: creating a generic tool for this is not essential, but it will be very beneficial for future years, and the task of #50.

@ghost ghost self-assigned this Jan 29, 2019
@ghost
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ghost commented Jan 29, 2019

@ghost
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ghost commented Jan 30, 2019

Important attributes to cover:

  1. Important positions (in front of rocket, etc...)
  2. State at positions (cargo, hatches, etc...)
  3. Line-of-sight transitions between positions (movement)
  4. Action transitions at positions (pick-up cargo, score cargo, etc...)

@ghost
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ghost commented Jan 30, 2019

Please suggest more important attributes to cover in our first iteration as discussed in the first meeting, in case I missed anything.

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ghost commented Feb 25, 2019

Switch keras-rl to pytorch

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ghost commented Mar 7, 2019

@Ivan-Z Ivan-Z self-assigned this Mar 10, 2019
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