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…