We have SIX papers in this year ICML:
Orin Levy, Alon Cohen, Asaf B. Cassel, Yishay Mansour: Efficient Rate Optimal Regret for Adversarial Contextual MDPs Using Online Function Approximation.
Uri Sherman, Tomer Koren, Yishay Mansour: Improved Regret for Efficient Online Reinforcement Learning with Linear Function Approximation
Jay Tenenbaum, Haim Kaplan, Yishay Mansour, Uri Stemmer:
Concurrent Shuffle Differential Privacy Under Continual Observation
Liad Erez, Tal Lancewicki, Uri Sherman, Tomer Koren, Yishay Mansour:
Regret Minimization and Convergence to Equilibria in General-sum Markov Games.
Christoph Dann, Yishay Mansour, Mehryar Mohri
Reinforcement Learning Can Be More Efficient with Multiple Rewards
Yishay Mansour, Richard Nock, Robert Williamson
Random Classification Noise does not defeat All Convex Potential Boosters Irrespective of Model Choice