Menghui Zhu

3 papers · 2021–2023 · 2 venues · across top CS/AI venues

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Achievements

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

Venues

IJCAI (2) AAAI (1)

Top co-authors

Weinan Zhang (3) Jian Shen (2) Yong Yu (2) Minghuan Liu (2) Yakun Song (1) Wei Yang (1) Qiang Fu (1) Wei Xia (1) Deheng Ye (1) Xianyu Chen (1)

Research topics

Artificial Intelligence (2) Reinforcement Learning (2) Methods (2) Data Science & Analytics (1) Interdisciplinary (1) Machine Learning (1) Applications · Reinforcement Learning (1) Applications · Data Science & Analytics (1) Core AI (1) Education (1) Learning Paradigms (1) Learning Types (1)

Keywords

sequence generation (1) reinforcement learning (1) sample efficiency (1) policy gradient (1) policy learning (1) reward function (1) concept learning (1) goal-conditioned reinforcement learning (1) multi-goal learning (1) dynamics model (1) recommender system (1) trajectory planning (1) knowledge tracing (1) learning path recommendation (1) goal-oriented reinforcement learning (1) model-assisted policy optimization (1) goal relabeling (1) learning path (1)

Papers

Set-to-Sequence Ranking-Based Concept-Aware Learning Path Recommendation AAAI 2023 Goal-Conditioned Reinforcement Learning: Problems and Solutions IJCAI 2022 MapGo: Model-Assisted Policy Optimization for Goal-Oriented Tasks IJCAI 2021