Steven Gustafson

3 papers · 2018–2019 · 3 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 🚀 Conference Pioneer

Venues

AAAI (1) COLING (1) IJCAI (1)

Top co-authors

Fangkai Yang (2) Bo Liu (2) Daoming Lyu (2) Jason Mackay (1) Hussein Al-Olimat (1) Krishnaprasad Thirunarayan (1) Amit Sheth (1)

Research topics

Artificial Intelligence (2) Reinforcement Learning (2) Core AI (2) Methods (2) Deep Learning (1) Machine Learning (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1)

Keywords

symbolic planning (2) hierarchical reinforcement learning (2) incremental learning (1) policy search (1) autonomous agent (1) data efficiency (1) entity extraction (1) sparse data (1) hierarchical decision making (1) subtask scheduling (1) active learning (1) entity set expansion (1) deep reinforcement learning (1)

Papers

SDRL: Interpretable and Data-Efficient Deep Reinforcement Learning Leveraging Symbolic Planning AAAI 2019 A Practical Incremental Learning Framework For Sparse Entity Extraction COLING 2018 PEORL: Integrating Symbolic Planning and Hierarchical Reinforcement Learning for Robust Decision-Making IJCAI 2018