Learning Constrained Markov Decision Processes With Non-stationary Rewards and Constraints. - Francesco Emanuele Stradi; Anna Lunghi; Matteo Castiglioni; Alberto Marchesi 001; Nicola Gatti 001 (CoRR, 2024)

Best-of-Both-Worlds Policy Optimization for CMDPs with Bandit Feedback. - Francesco Emanuele Stradi; Anna Lunghi; Matteo Castiglioni; Alberto Marchesi 001; Nicola Gatti 001 (CoRR, 2024)

Online Two-Sided Markets: Many Buyers Enhance Learning. - Anna Lunghi; Matteo Castiglioni; Alberto Marchesi 001 (CoRR, 2025)

Better Regret Rates in Bilateral Trade via Sublinear Budget Violation. - Anna Lunghi; Matteo Castiglioni; Alberto Marchesi 001 (CoRR, 2025)