Amin Rakhsha
4 papers · 2020–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (3) πΊοΈ Taxonomy Completionist (11)
π
Trend Setter
Conferences
ICLR (1)
ICML (1)
JMLR (1)
NIPS (1)
Top co-authors
Research topics
Keywords
policy teaching
(2)
environment poisoning
(2)
reinforcement learning
(2)
value iteration
(1)
model-based reinforcement learning
(1)
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)
approximate model
(1)
markov decision process
(1)
dynamic programming
(1)
Papers
Maximum Entropy Model Correction in Reinforcement Learning
ICLR 2024
Operator Splitting Value Iteration
NIPS 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