Deep Recurrent Q-Learning vs Deep Q-Learning on a simple Partially Observable Markov Decision Process with Minecraft
Deep Q-Learning has been successfully applied to a wide variety of tasks in the past several years. However, the architecture of the vanilla Deep Q-Network is not suited to deal with partially observable environments such as 3D video games... (read more)
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Datasets
MuJoCo
Obstacle Tower
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Methods used in the Paper
| METHOD | TYPE | |
|---|---|---|
Q-Learning
|
Off-Policy TD Control |