On the Global Convergence of Policy Gradient in Average Reward Markov Decision Processes. - Navdeep Kumar; Yashaswini Murthy; Itai Shufaro; Kfir Y. Levy; R. Srikant 001; Shie Mannor (CoRR, 2024)

Global Convergence of Policy Gradient in Average Reward MDPs. - Navdeep Kumar; Yashaswini Murthy; Itai Shufaro; Kfir Yehuda Levy; R. Srikant 001; Shie Mannor (ICLR, 2025)

On Bits and Bandits: Quantifying the Regret-Information Trade-off. - Itai Shufaro; Nadav Merlis; Nir Weinberger; Shie Mannor (ICLR, 2025)