Feature Reinforcement Learning In Practice

Phuong Nguyen, Peter Sunehag, Marcus Hutter

Following a recent surge in using history-based methods for resolving perceptual aliasing in reinforcement learning, we introduce an algorithm based on the feature reinforcement le…