Learning to Orchestrate Agents under Uncertainty. - Mary Chriselda Antony Oliver; Lan Jiang; Aaron Bundi Anampiu; Elaf Almahmoud; Francesco Quinzan; Umang Bhatt (CoRR, 2026)