Amin Rakhsha
4 papers · 2020–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Silver
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Taxonomy Completionist
(11)
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Hot Topic Early Bird
Venues
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Research topics
Keywords
environment poisoning
(2)
policy teaching
(2)
model-based reinforcement learning
(2)
value iteration
(2)
reinforcement learning
(2)
adversarial attack
(1)
poisoning attack
(1)
operator splitting
(1)
reward manipulation
(1)
training-time attack
(1)
model-based rl
(1)
discounted mdp
(1)
optimal stealthy attack
(1)
model correction
(1)
approximate model
(1)
maximum entropy
(1)
density estimation
(1)
markov decision process
(1)
dynamic programming
(1)
Papers
Maximum Entropy Model Correction in Reinforcement Learning
ICLR 2024
Operator Splitting Value Iteration
NeurIPS 2022
Policy Teaching in Reinforcement Learning via Environment Poisoning Attacks
JMLR 2021
Policy Teaching via Environment Poisoning: Training-time Adversarial Attacks against Reinforcement Learning
ICML 2020