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Paul-antoineLeTolguenec committed Dec 7, 2023
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Expand Up @@ -21,7 +21,7 @@ explicit diversity criterion and leads to more policies which find reward.

* An algorithm that creates diversity without the need for an explicit diversity criterion.
* Curiosity-ES outperforms other exploration algorithms in sparse-reward scenarios.
* Empirical demonstration that combining the Curiosity exploration bonus with Evolutionary Strategies (ES) maintains a better balance in the inherent two-player game of exploration methods using uncertainty bonuses.
* Empirical demonstration that, for some environments, combining the Curiosity exploration bonus with Evolutionary Strategies (ES) maintains a better balance in the inherent two-player game of exploration methods using uncertainty bonuses.
### Publication Details
* **Title**: Curiosity Creates Diversity in Policy Search
* **Journal**: Transactions on Evolutionary Learning and Optimization
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