Vernon J. Lawhern

2 papers · 2019–2024 · 1 venue · across top CS/AI venues

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Achievements

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🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🚀 Conference Pioneer

Venues

AAAI (2)

Top co-authors

Ellen Novoseller (1) Mingkang Wu (1) Vinicius G. Goecks (1) Devin White (1) Nicholas Waytowich (1) John Valasek (1) Gregory M. Gremillion (1) Yongcan Cao (1) Nicholas R. Waytowich (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Reinforcement Learning (2) Core AI (2) Learning Types (2) Robotics (1) Applications (1) Capabilities (1) Methods (1)

Keywords

reinforcement learning (2) reward modeling (1) imitation learning (1) preference learning (1) policy learning (1) multi-class classification (1) human feedback (1) preference-based learning (1) autonomous system (1) human demonstration (1) multiclass loss (1) human intervention (1) human rating (1) safe training (1) trajectory evaluation (1) trajectory rating (1)

Papers

Rating-Based Reinforcement Learning AAAI 2024 Efficiently Combining Human Demonstrations and Interventions for Safe Training of Autonomous Systems in Real-Time AAAI 2019