Reinforcement Learning for Flight Control: Evaluating Handling Qualities and Stability Properties of the PH-LAB

Autonomous Sailing with Sim-to-Real Reinforcement Learning

Dynamic Target Time Management with Reinforcement Learning: A case study on Zurich short-haul regulated arrivals

A Hybrid Reinforcement Learning and Tree Search Approach for Network Topology Control

Home Energy Management System: A Machine Learning Approach

Control of Dynamical Systems via Deep Kernel Learning

Spiking Neural Networks Based Data Driven Control: An Illustration Using Cart-Pole Balancing Example

Explainable Artificial Intelligence Techniques for the Analysis of Reinforcement Learning in Non-Linear Flight Regimes

Deep Reinforcement Learning for Rapid Communication Network Recovery with Multiple Repair Crews

Reinforcement Learning for Quadcopter Fault Tolerance: Analyzing Hierarchical and Online Deep Reinforcement Learning for Quadcopter Fault Tolerant Control

Reinforcement learning for order distribution in self-organizing logistics

Reinforcement Learning approach for decision-making in driver control shifting for semi-autonomous driving

Deep Reinforcement Learning for Flight Control: Fault-Tolerant Control for the PH-LAB

Safe Curriculum Learning for Linear Systems With Unknown Dynamics in Primary Flight Control

Reinforcement Learning for Profiled Side-Channel Analysis: Applications of Q-Learning in the SCA Domain

Artificial Potential Fields for Safe Reinforcement Learning: in Flight Control Systems

Design of Reinforcement Learning based Incremental Flight Control Laws for the Cessna Citation II(PH-LAB) Aircraft

Learning variable selection rules for the branch-and-bound algorithm using reinforcement learning

Safe Reinforcement Learning Applications

Deep vs Shallow Reinforcement Learning for low dimensional continuous control tasks