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Curiousity in PPO #15

Open

laszukdawid opened this issue Nov 14, 2021 · 2 comments

Owner

laszukdawid commented Nov 14, 2021

What

Add Curiosity driven exploration to PPO.

Why

It's been shown [citation needed] that Curiosity improves agents' performance on sparse reward environments.

Contributor

LuisFMCuriel commented Nov 28, 2021 •

edited

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Citation: Deepak Pathak, Pulkit Agrawal, Alexei A. Efros and Trevor Darrell. Curiosity-driven Exploration by Self-supervised Prediction. In ICML 2017., Yuri Burda, Harri Edwards, Deepak Pathak, Amos Storkey, Trevor Darrell and Alexei A. Efros. Large-Scale Study of Curiosity-Driven Learning. In ICLR 2019?

Owner Author

laszukdawid commented Nov 29, 2021

Yes :)

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