NAVIX: Scaling MiniGrid Environments with JAX

As Deep Reinforcement Learning (Deep RL) research moves towards solving large-scale worlds, efficient environment simulations become crucial for rapid experimentation. However, most existing environments struggle to scale to high throughput, setting back meaningful progress. Interactions are typical...

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Veröffentlicht in:	arXiv.org 2024-07
Hauptverfasser:	Pignatelli, Eduardo, Liesen, Jarek, Lange, Robert Tjarko, Lu, Chris, Castro, Pablo Samuel, Toni, Laura
Format:	Artikel
Sprache:	eng
Schlagworte:	Deep learning
Online-Zugang:	Volltext
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