Sungho Choi

3 papers · 2022–2023 · 3 venues · 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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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

AAAI (1) ICML (1) NeurIPS (1)

Top co-authors

Youngchul Sung (3) Whiyoung Jung (2) Jongseong Chae (2) Seungyul Han (2) Giseung Park (1) Woojun Kim (1) Myungsik Cho (1)

Research topics

Artificial Intelligence (2) Deep Learning (2) Machine Learning (2) Reinforcement Learning (2) Application Areas (2) Core AI (2) Learning Types · Machine Learning (2) Applications (1) Architectures (1) Learning Types · Deep Learning (1) Methods (1)

Keywords

reinforcement learning (1) visual observation (1) self-attention mechanism (1) imitation learning (1) domain generalization (1) domain adaptation (1) feature extraction (1) importance sampling (1) partially observable markov decision process (1) partially observable markov decision (1) latent variable (1) behavioral cloning (1) jensen-shannon divergence (1) environment dynamics (1) robust imitation learning (1) behavioral feature (1) sequential model learning (1) blockwise learning (1)

Papers

Domain Adaptive Imitation Learning with Visual Observation NeurIPS 2023 Blockwise Sequential Model Learning for Partially Observable Reinforcement Learning AAAI 2022 Robust Imitation Learning against Variations in Environment Dynamics ICML 2022