Intelligent signalized intersection management for mixed traffic using Deep Q-Learning

Safe Optimization of Steel Manufacturing with Reinforcement Learning

Reward Definitions in Reinforcement Learning for Traffic Light Control

Low level quadcopter control using Reinforcement Learning: Developing a self-learning drone

End-to-End Motion Planning: A Data Driven Approach for Mobile Robot Navigation

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

Longitudinal Flight Control by Reinforcement Learning: Online Adaptive Critic Design Approach to Altitude Control

Hierarchical Reinforcement Learning for Model-Free Flight Control: A sample efficient tabular approach using Q(lambda)-learning and options in a traditional flight control structure

Model Free Reinforcement Learning with Stability Guarantee

Online Reinforcement Learning Control of an Electromagnetic Manipulator

Low-Thrust Gravity Assist Trajectory Optimisation using Evolutionary Neurocontrol

Deep vs Shallow Reinforcement Learning for low dimensional continuous control tasks

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

Exploring reinforcement learning methods for autonomous sequencing and spacing of aircraft

Deep Reinforcement Learning with Feedback-based Exploration

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

Optimizing Air-to-Air Missile Guidance using Reinforcement Learning

Adaptive Critic Control For Aircraft Lateral-Directional Dynamics: An Evaluation of J-SNAC Algorithm as a Fault Tolerant Flight Control Framework