Solving the Online 3D Bin Packing Problem with Graph-Based Reinforcement Learning

Reliable Offine Policy Evaluation for Individualized Mechanical Ventilation

Autonomous Sailing with Sim-to-Real Reinforcement Learning

Multi-expert Preference Alignment in Reinforcement Learning

Engine Shop Visit Scheduling: A Reinforcement Learning Optimization Approach

Dynamic Target Time Management with Reinforcement Learning: A case study on Zurich short-haul regulated arrivals

Uncertainty-Aware Reinforcement Learning for Flight Control: Mastering the Mystery of Flight

UAV Swarm Intelligence in CEMA: Enhancing Urban Communication Line Management

A Hybrid Reinforcement Learning and Tree Search Approach for Network Topology Control

Language Assistance in Reinforcement Learning in Dynamic Environments

Modular Neural Network Navigation for Autonomous Nano Drone Racing

Home Energy Management System: A Machine Learning Approach

Using Reinforcement Learning to Personalize Daily Step Goals for a Collaborative Dialogue with a Virtual Coach

Optimization Strategies for System Architecting Problems

Efficient Communication in Robust Multi-agent Reinforcement Learning: Trading Observational Robustness for Fewer Communications

Control of Dynamical Systems via Deep Kernel Learning

Curriculum-Based Deep Reinforcement Learning for Explosive Jumping in Quadruped Robots

Reinforcement Learning Methodology for Electricity Market Simulation

ClimAIte Control: Improving Building Operation Through AI

Spiking Neural Networks Based Data Driven Control: An Illustration Using Cart-Pole Balancing Example