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Poster
Mastering the Game of No-Press Diplomacy via Human-Regularized Reinforcement Learning and Planning
Anton Bakhtin · David Wu · Adam Lerer · Jonathan Gray · Athul Jacob · Gabriele Farina · Alexander Miller · Noam Brown
Poster
O(T−1) Convergence of Optimistic-Follow-the-Regularized-Leader in Two-Player Zero-Sum Markov Games
Yuepeng Yang · Cong Ma
Poster
Deep Learning From Crowdsourced Labels: Coupled Cross-Entropy Minimization, Identifiability, and Regularization
Shahana Ibrahim · Tri Nguyen · Xiao Fu
Poster
Wed 7:30 Diffusion Policies as an Expressive Policy Class for Offline Reinforcement Learning
Zhendong Wang · Jonathan J Hunt · Mingyuan Zhou
Poster
Mon 2:30 LS-IQ: Implicit Reward Regularization for Inverse Reinforcement Learning
Firas Al-Hafez · Davide Tateo · Oleg Arenz · Guoping Zhao · Jan Peters
Poster
Wed 2:30 How Much Data Are Augmentations Worth? An Investigation into Scaling Laws, Invariance, and Implicit Regularization
Jonas Geiping · Micah Goldblum · Gowthami Somepalli · Ravid Shwartz-Ziv · Tom Goldstein · Andrew Wilson
Workshop
Bayesian regularization of empirical MDPs
Samarth Gupta · Daniel Hill · Lexing Ying · Inderjit Dhillon
Poster
Wed 7:30 Geometrically regularized autoencoders for non-Euclidean data
Cheongjae Jang · Yonghyeon Lee · Yung-Kyun Noh · Frank Chongwoo Park
Poster
Mon 2:30 A new characterization of the edge of stability based on a sharpness measure aware of batch gradient distribution
Sungyoon Lee · Cheongjae Jang
Poster
Tue 7:30 The Implicit Bias of Minima Stability in Multivariate Shallow ReLU Networks
Mor Shpigel Nacson · Rotem Mulayoff · Greg Ongie · Tomer Michaeli · Daniel Soudry
Poster
Implicit Regularization for Group Sparsity
Jiangyuan Li · THANH NGUYEN · Chinmay Hegde · Raymond K. W. Wong