Gwangpyo Yoo

3 papers · 2022–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

AAAI (2) ICLR (1)

Top co-authors

Honguk Woo (3) Minjong Yoo (1) Jinwoo Park (1)

Research topics

Machine Learning (3) Reinforcement Learning (2) Application Areas (2) Learning Types (2) Methods (2) Artificial Intelligence (1) Applications (1) Learning Paradigms (1) Optimization & Theory (1)

Keywords

reinforcement learning (2) continual learning (1) offline reinforcement learning (1) risk management (1) structure learning (1) autonomous driving (1) policy learning (1) markov decision process (1) quantile regression (1) distribution shift (1) ensemble method (1) normalizing flow (1) non-stationary environment (1) task decomposition (1) risk-sensitive policy (1) risk-conditioned reinforcement learning (1) weighted value-at-risk (1) conditional adversarial auto-encoder (1) risk-sensitive learning (1) model risk (1)

Papers

Model Risk-sensitive Offline Reinforcement Learning ICLR 2025 Risk-Conditioned Reinforcement Learning: A Generalized Approach for Adapting to Varying Risk Measures AAAI 2024 Structure Learning-Based Task Decomposition for Reinforcement Learning in Non-stationary Environments AAAI 2022