Tim Brys

Learning from Demonstrations for Real World Reinforcement Learning

State representation learning for control: An overview

A Non-Linear Manifold Alignment Approach to Robot Learning from Demonstrations

Machine learning-guided engineering of genetically encoded fluorescent calcium indicators

Imitation Learning

Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI

A Comprehensive Survey on Transfer Learning

A survey on ensemble learning

Deep Reinforcement Learning: A Survey

Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence

Deep Q-learning From Demonstrations

Deep Reinforcement Learning: A Brief Survey

Dimensionality Reduced Reinforcement Learning for Assistive Robots.

Policy Transfer using Reward Shaping

Reinforcement learning from demonstration through shaping

Learning from Demonstration for Shaping through Inverse Reinforcement Learning

Multi-objectivization and ensembles of shapings in reinforcement learning