Colored Noise in PPO: Improved Exploration and Performance Through Correlated Action Sampling.
Jakob HollensteinGeorg MartiusJustus H. PiaterPublished in: CoRR (2023)
Keyphrases
- random noise
- signal to noise ratio
- random sampling
- action selection
- noise model
- class noise
- monte carlo
- noise level
- additive noise
- sampled data
- row column
- neural network
- low pass filtering
- noise sensitivity
- reasoning about actions
- sampling algorithm
- improved algorithm
- parameter space
- missing data
- color images
- feature selection