Bag of Policies for Distributional Deep Exploration. - Asen Nachkov; Luchen Li; Giulia Luise; Filippo Valdettaro; A. Aldo Faisal (Epi UAI, 2024)

Towards Offline Reinforcement Learning with Pessimistic Value Priors. - Filippo Valdettaro; A. Aldo Faisal (Epi UAI, 2024)

Offline Bayesian Aleatoric and Epistemic Uncertainty Quantification and Posterior Value Optimisation in Finite-State MDPs. - Filippo Valdettaro; Aldo Faisal (UAI, 2024)

Variational Uncertainty Decomposition for In-Context Learning. - I. Shavindra Jayasekera; Jacob Si; Filippo Valdettaro; Wenlong Chen; A. Aldo Faisal; Yingzhen Li (CoRR, 2025)