Tsallis-INF for Decoupled Exploration and Exploitation in Multi-armed Bandits. - Chloé Rouyer; Yevgeny Seldin (COLT, 2020)

An Algorithm for Stochastic and Adversarial Bandits with Switching Costs. - Chloé Rouyer; Yevgeny Seldin; Nicolò Cesa-Bianchi (ICML, 2021)

A Near-Optimal Best-of-Both-Worlds Algorithm for Online Learning with Feedback Graphs. - Chloé Rouyer; Dirk van der Hoeven; Nicolò Cesa-Bianchi; Yevgeny Seldin (NeurIPS, 2022)

No-Regret Online Reinforcement Learning with Adversarial Losses and Transitions. - Tiancheng Jin; Junyan Liu; Chloé Rouyer; William Chang; Chen-Yu Wei; Haipeng Luo (NeurIPS, 2023)