reinforcement learning

Comparison of Deep Reinforcement Learning Algorithms for Learning Control Policies for Physics-based Locomotion Tasks

Comparison of various state-of-art reinforcement learning algorithms

A Mathematical Tutorial on Reinforcement Learning

A mathematical, in-depth tutorial about reinforcement learning presented to the lab members. This was to facilitate members to take up RL methods and apply them to their respective problem areas, as well as for myself to understand RL in an in-depth way.

[Paper Presentation] Multi-Scale Deep Reinforcement Learning for Real-Time 3D-Landmark Detection in CT Scans

This talk covers the first known application of reinforcement learning agents for landmark detection in CT Scans in medical imaging.