Tag: reinforcement learning

A hybrid reinforcement learning and PID control system tested on a real Iranian irrigation canal kept water delivery accurate under ...

A reinforcement learning charging strategy that tracks hourly grid carbon intensity cut EV charging emissions by 1.62% while delivering identical ...

Researchers report a simulation-based explainability framework that pairs a physics-guided reinforcement learning controller with XGBoost and SHAP analysis to trace ...

A hierarchical Monte Carlo Tree Search framework with staged grid refinements improves truss design quality and cuts computational cost while ...

A new editorial collection documents how artificial intelligence is reshaping particle accelerator science, from surrogate models already in practical use ...

A simulation study reports that an AI-managed electric vehicle charging hub combining solar power, battery storage, LSTM demand forecasting and ...

A hybrid fuzzy rule-based and reinforcement learning scheduler improves real-time traffic reliability, delay, and energy use in Industrial IoT TSCH ...

A reinforcement learning framework improved bandwidth slicing in 5G-advanced O-RAN simulations, while tabular Q-learning struggled with large-state beam selection.

Researchers developed TriAlign-ATG, an AI framework that generates physically executable adversarial network traffic which evades deep-learning intrusion detectors while preserving ...

A resting-state fMRI and machine learning study identified six brain regions whose individualized dysconnectivity patterns distinguished subacute back pain patients ...