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JeHwan Ryu

2 papers · 2021–2022 · 1 venue · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌉 Interdisciplinary Bridge · Silver

Venues

NeurIPS (2)

Top co-authors

Byoung-tak Zhang (2) Minsu Lee (1) Kibeom Kim (1) Hyundo Lee (1) Hyunseo Kim (1) Dong-Sig Han (1) Yoonsung Kim (1) Min Whoo Lee (1)

Research topics

Machine Learning (2) Reinforcement Learning (2) Learning Types · Machine Learning (2) Deep Learning (1) Mathematics & Optimization (1) Applications (1) Learning Types · Deep Learning (1) Methods (1) Optimization (1) Optimization & Theory (1)

Keywords

imitation learning (1) self-supervised learning (1) inverse reinforcement learning (1) reward function (1) mirror descent (1) regret bound (1) adversarial imitation learning (1) cross-entropy loss (1) attention network (1) adversarial imitation (1) goal discrimination (1) multi-target reinforcement learning (1)

Papers

Robust Imitation via Mirror Descent Inverse Reinforcement Learning NeurIPS 2022 Goal-Aware Cross-Entropy for Multi-Target Reinforcement Learning NeurIPS 2021