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Minwoo Lee

2 papers indexed

arxivcs.AIcs.HCcs.LG2026-07-08

Feedback Manipulation Regularization: Enabling Offline Agent Alignment for Imitation Learning

Benjamin Poole, Minwoo Lee

Reinforcement learning (RL) research has increasingly shifted focus towards alignment, ensuring agents learn behaviors adhering to human values. While human demonstrations and feedback have proven crucial for alignment, existing approaches predominantly combine these signals usin…

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crossrefElectronics2023-09-15Cited by 5

Malicious Contract Detection for Blockchain Network Using Lightweight Deep Learning Implemented through Explainable AI

Yeajun Kang, Wonwoong Kim, Hyunji Kim, Minwoo Lee, Minho Song, Hwajeong Seo

A smart contract is a digital contract on a blockchain. Through smart contracts, transactions between parties are possible without a third party on the blockchain network. However, there are malicious contracts, such as greedy contracts, which can cause enormous damage to users a…

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