MBORE: Multi-objective Bayesian Optimisation by Density-Ratio Estimation Paper • 2203.16912 • Published Mar 31, 2022
A Probabilistic Digital Twin of UK En Route Airspace for Training and Evaluating AI Agents for Air Traffic Control Paper • 2601.03113 • Published Jan 6
Online Action-Stacking Improves Reinforcement Learning Performance for Air Traffic Control Paper • 2601.04287 • Published Jan 7
Human-in-the-Loop Testing of AI Agents for Air Traffic Control with a Regulated Assessment Framework Paper • 2601.04288 • Published Jan 7
Graph-based Complexity Forecasts in UK En Route Airspace Using Relevant Aircraft Interactions Paper • 2605.23696 • Published May 22
Cognitively Constrained Partners for Zero-Shot Coordination in Real-Time Partitioned Control Paper • 2610.31726 • Published 22 days ago
Anisotropic Trust Region Warping for Prior-Data Fitted Networks in Bayesian Optimisation Paper • 2610.37737 • Published 17 days ago
Less is More: Recursive Reasoning with Tiny Networks Paper • 2510.04871 • Published Oct 6, 2025 • 520
A Probabilistic Model for Aircraft in Climb using Monotonic Functional Gaussian Process Emulators Paper • 2210.01445 • Published Oct 4, 2022
What do you Mean? The Role of the Mean Function in Bayesian Optimisation Paper • 2004.08349 • Published Apr 17, 2020
Greed is Good: Exploration and Exploitation Trade-offs in Bayesian Optimisation Paper • 1911.12809 • Published Nov 28, 2019