The paper gives the first tight necessity and sufficiency conditions for successful reward poisoning attacks in linear MDPs.
cc/paper_files/paper/2021/file/ be315e7f05e9f13629031915fe87ad44-Paper
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When Can You Poison Rewards? A Tight Characterization of Reward Poisoning in Linear MDPs
The paper gives the first tight necessity and sufficiency conditions for successful reward poisoning attacks in linear MDPs.