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20242026
most citedCorruption-Robust Offline Two-Player Zero-Sum Markov Games

1 citations · 2 across the 6 of their papers we have counts for

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stat.ML2025

Sparse Offline Reinforcement Learning with Corruption Robustness

Nam Phuong Tran, Andi Nika, Goran Radanovic +2

We investigate robustness to strong data corruption in offline sparse reinforcement learning (RL). In our setting, an adversary may arbitrarily perturb a fraction of the collected…

cs.LG2025

Policy Teaching via Data Poisoning in Learning from Human Preferences

Andi Nika, Jonathan Nöther, Debmalya Mandal +3

We study data poisoning attacks in learning from human preferences. More specifically, we consider the problem of teaching/enforcing a target policy by synthesizing pre…