GradientDICE: rethinking generalized offline estimation of stationary values
We present GradientDICE for estimating the density ratio between the state distribution of the target policy and the sampling distribution in off-policy reinforcement learning. GradientDICE fixes several problems of GenDICE (Zhang et al., 2020), the current state-of-the-art for estimating such densi...
| Główni autorzy: | , , |
|---|---|
| Format: | Conference item |
| Język: | English |
| Wydane: |
Journal of Machine Learning Research
2020
|