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

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

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

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

Obstacle avoidance for quadrotors using reinforcement learning and obstacle-airflow interactions

Deep Reinforcement Learning with Feedback-based Exploration

Reinforcement Learning for Flight Control: Learning to Fly the PH-LAB

Kinematic Synthesis using Reinforcement Learning