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stat.ML2022
Pursuit of a Discriminative Representation for Multiple Subspaces via Sequential Games
Druv Pai, Michael Psenka, Chih-Yuan Chiu +3
We consider the problem of learning discriminative representations for data in a high-dimensional space with distribution supported on or around multiple low-dimensional linear sub…
cs.LG2022★ 6 cited
Independent and Decentralized Learning in Markov Potential Games
Chinmay Maheshwari, Manxi Wu, Druv Pai +1
We study a multi-agent reinforcement learning dynamics, and analyze its asymptotic behavior in infinite-horizon discounted Markov potential games. We focus on the independent and d…