Carnegie Mellon University, Strategy Robot, Inc., Optimized Markets, Inc., Strategic Machine, Inc., Pittsburgh, PA 15213; Carnegie Mellon University, Pittsburgh, PA 15213; Columbia University, New York, NY 10027; University of Southern California, Los Angeles, CA 90007
Gabriele Farina, Ioannis Anagnostides, Haipeng Luo, Chung-Wei Lee, Christian Kroer, Tuomas Sandholm
No-regret learning;optimism;extensive-form games;convex games
Near-Optimal No-Regret Learning Dynamics for General Convex Games