Andrea Tirinzoni

12

Papers

5

Total Citations

Papers (12)

Temporal Difference Flows

Simple Ingredients for Offline Reinforcement Learning

Policy-Conditioned Uncertainty Sets for Robust Markov Decision Processes

Transfer of Value Functions via Variational Methods

An Asymptotically Optimal Primal-Dual Incremental Algorithm for Contextual Linear Bandits

Reinforcement Learning in Linear MDPs: Constant Regret and Representation Selection

Dealing With Misspecification In Fixed-Confidence Linear Top-m Identification

Scalable Representation Learning in Linear Contextual Bandits with Constant Regret Guarantees

Near Instance-Optimal PAC Reinforcement Learning for Deterministic MDPs

On Elimination Strategies for Bandit Fixed-Confidence Identification

Importance Weighted Transfer of Samples in Reinforcement Learning

Transfer of Samples in Policy Search via Multiple Importance Sampling