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

Learning Vision-based Navigation Policies for Information Gathering with Quadcopters: A Deep Reinforcement Learning Approach

General Reinforcement Learning Agents for Crop Management

Deep Reinforcement Learning for Aircraft Landing: A study on the use of Deep Reinforcement Learning techniques for automatic control of aircraft landing

Improving DRL Of Vision-Based Navigation By Stereo Image Prediction

Multi-objective Deep Reinforcement Learning for predictive maintenance of road networks

Learning to search & track dynamic targets with graph representations

Incorporating climate change in I&M planning for engineering structures - A Deep Reinforcement Learning Framework

Autonomous conflict resolution for high-density urban operations using deep reinforcement learning

Controlling the estimation bias in deep reinforcement learning problems with sparse rewards: Towards robust robotic object manipulation learning

Evolutionary Reinforcement Learning: A Hybrid Approach for Safety-informed Intelligent Fault-tolerant Flight Control

Distributional Reinforcement Learning for Flight Control: A risk-sensitive approach to aircraft attitude control using Distributional RL

Toward Reliable Robot Navigation Using Deep Reinforcement Learning

Deep Reinforcement Learning for the Automatic Six-Degree-of-Freedom Docking Maneuver of Space Vehicles

Spinning-off the AI: Defining the Value Proposition of an Artificial Intelligence solution

An iterative deep reinforcement learning approach to solve vehicle routing problems

Explainable Reinforcement Learning in Flight Control through Reward Decomposition

Reinforcement Learning for Flight Control: Hybrid Offline-Online Learning for Robust and Adaptive Fault-Tolerance

Comfort-Oriented Motion Planning Using Deep Reinforcement Learning

Optimal maintenance of deteriorating systems integrating deep reinforcement learning and Bayesian inference