Non-Parametric Regression

Model-Free Episodic Control

Introduced by Blundell et al. in Model-Free Episodic Control

Non-parametric approximation of Q-values by storing all visited states and doing inference through k-Nearest Neighbors.

Source: Model-Free Episodic Control

Papers


Paper Code Results Date Stars

Tasks


Task Papers Share
Atari Games 1 50.00%
Decision Making 1 50.00%

Components


Component Type
🤖 No Components Found You can add them if they exist; e.g. Mask R-CNN uses RoIAlign

Categories