2 papers
cs.AI2026
Learning Clinical-Trial Strategy: Offline Policy Training for Decision Agents
William Bolton, Philip Torr
Clinical development is sequential decision-making under uncertainty, where a sponsor must plan a portfolio of experiments from heterogeneous evidence. We study this setting by fra…
cs.AI2026
Adversarial Fast-Moving Real-World Domains as Test Beds for Benchmarking AI Scientist Capabilities
William Bolton, Philip Torr
Benchmarking the ability of AI scientists to generate novel ideas is notoriously difficult. Existing benchmarks in this field have made progress in evaluating scientific reasoning…