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David L. Roberts

2 papers · 2017–2024 · 2 conferences · across top CS/AI conferences

Achievements

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🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (2) 🏃 Academic Marathon (7) 🐝 Cross-Pollinator (12) 🐣 Hot Topic Early Bird

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Conferences

AAAI (1) ICML (1)

Top co-authors

Bei Peng (1) Guan Wang (1) James MacGlashan (1) Michael L. Littman (1) Mark K. Ho (1) Matthew E. Taylor (1) Robert Loftin (1) Grant C. Forbes (1)

Keywords

reinforcement learning (1) interactive learning (1) policy learning (1) optimal policy (1) intrinsic motivation (1) human feedback (1) sparse reward (1) reward shaping (1) potential function (1) reward signal (1)

Papers

Potential-Based Reward Shaping for Intrinsic Motivation (Student Abstract) AAAI 2024 Interactive Learning from Policy-Dependent Human Feedback ICML 2017