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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
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