Non-Parametric Regression
Model-Free Episodic Control
Introduced by Blundell et al. in Model-Free Episodic ControlNon-parametric approximation of Q-values by storing all visited states and doing inference through k-Nearest Neighbors.
Source: Model-Free Episodic ControlPapers
| Paper | Code | Results | Date | Stars |
|---|
Tasks
| Task | Papers | Share |
|---|---|---|
| Reinforcement Learning (RL) | 2 | 50.00% |
| Atari Games | 1 | 25.00% |
| Decision Making | 1 | 25.00% |
Usage Over Time
Components
| Component | Type |
|
|---|---|---|
| 🤖 No Components Found | You can add them if they exist; e.g. Mask R-CNN uses RoIAlign |
