Ni Ji

Brain Bandit: A Biologically Grounded Neural Network for Efficient Control of Exploration

How to balance between exploration and exploitation in an uncertain environment is a central challenge in reinforcement learning. In contrast, humans and animals have demonstrated superior exploration efficiency in novel environments. To understand how the brain’s neural network controls exploration…