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

Evaluating robustness of deep reinforcement learning for autonomous driving: Effects of domain randomization on training and robustness

Evaluating Robustness of Deep Reinforcement Learning for Autonomous Driving: How does entropy maximization affect the training and robustness of final policies under various testing conditions?

Comparative Analysis of Exploration Algorithms in Deep Reinforcement Learning for Autonomous Driving: How does epsilon-greedy, random network distillation, bootstrapped DQN affect training and the robustness of final policies under various testing conditions in autonomous driving?

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