Alex Beeson

According to our database, Alex Beeson authored at least 4 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Offline Reinforcement Learning for Community-Acquired Pneumonia Management: A Feasibility Study.

Alex Beeson, Keith Couper, Giovanni Montana

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2025

2024

Balancing policy constraint and ensemble size in uncertainty-based offline reinforcement learning.

Alex Beeson, Giovanni Montana

Mach. Learn., January, 2024

An Investigation of Offline Reinforcement Learning in Factorisable Action Spaces.

Alex Beeson, David Ireland, Giovanni Montana

Trans. Mach. Learn. Res., 2024

2022

Improving TD3-BC: Relaxed Policy Constraint for Offline Learning and Stable Online Fine-Tuning.

Alex Beeson, Giovanni Montana

CoRR, 2022