Beeson, Alex

4 publications

ECML-PKDD 2025 Offline Reinforcement Learning for Community-Acquired Pneumonia Management: A Feasibility Study Alex Beeson, Keith Couper, Giovanni Montana

TMLR 2024 An Investigation of Offline Reinforcement Learning in Factorisable Action Spaces Alex Beeson, David Ireland, Giovanni Montana

MLJ 2024 Balancing Policy Constraint and Ensemble Size in Uncertainty-Based Offline Reinforcement Learning Alex Beeson, Giovanni Montana

NeurIPSW 2022 Improving TD3-BC: Relaxed Policy Constraint for Offline Learning and Stable Online Fine-Tuning Alex Beeson, Giovanni Montana