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cs.LG2024
Last-iterate Convergence Separation between Extra-gradient and Optimism in Constrained Periodic Games
Yi Feng, Ping Li, Ioannis Panageas +1
Last-iterate behaviors of learning algorithms in repeated two-player zero-sum games have been extensively studied due to their wide applications in machine learning and related tas…
cs.GT2024
Prediction Accuracy of Learning in Games : Follow-the-Regularized-Leader meets Heisenberg
Yi Feng, Georgios Piliouras, Xiao Wang
We investigate the accuracy of prediction in deterministic learning dynamics of zero-sum games with random initializations, specifically focusing on observer uncertainty and its re…