Luis Haug

3 papers · 2018–2020 · 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

NeurIPS (2) IJCAI (1)

Top co-authors

Adish Singla (3) Sebastian Tschiatschek (2) Rati Devidze (2) Ahana Ghosh (1) Farnam Mansouri (1) Yuxin Chen (1)

Research topics

Machine Learning (3) Learning Types (3) Artificial Intelligence (2) Core AI (2) Interdisciplinary (1) Reinforcement Learning (1) Applications (1) Learning Paradigms · Artificial Intelligence (1) Learning Paradigms · Machine Learning (1) Methods (1) Social (1)

Keywords

reward function (2) inverse reinforcement learning (2) imitation learning (1) preference learning (1) policy learning (1) optimal policy (1) machine teaching (1) expert demonstration (1) teaching algorithm (1) teaching risk (1) feature mismatch (1) teacher student interaction (1) imperfect knowledge (1) active learning (1) optimal teaching set (1) feature learning (1)

Papers

Understanding the Power and Limitations of Teaching with Imperfect Knowledge IJCAI 2020 Learner-aware Teaching: Inverse Reinforcement Learning with Preferences and Constraints NeurIPS 2019 Teaching Inverse Reinforcement Learners via Features and Demonstrations NeurIPS 2018