research
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11/25/2022
Operator Splitting Value Iteration
We introduce new planning and reinforcement learning algorithms for disc...
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02/16/2021
Reward Poisoning in Reinforcement Learning: Attacks Against Unknown Learners in Unknown Environments
We study black-box reward poisoning attacks against reinforcement learni...
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11/21/2020
Policy Teaching in Reinforcement Learning via Environment Poisoning Attacks
We study a security threat to reinforcement learning where an attacker p...
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03/28/2020