Novoseller, Ellen

5 publications

ICMLW 2023 DIP-RL: Demonstration-Inferred Preference Learning in Minecraft Ellen Novoseller, Vinicius G. Goecks, David Watkins, Josh Miller, Nicholas R Waytowich

ICMLW 2023 Imitation Learning with Human Eye Gaze via Multi-Objective Prediction Ravi Kumar Thakur, Md Sunbeam, Vinicius G. Goecks, Ellen Novoseller, Ritwik Bera, Vernon Lawhern, Greg Gremillion, John Valasek, Nicholas R Waytowich

ICMLW 2023 Rating-Based Reinforcement Learning Devin White, Mingkang Wu, Ellen Novoseller, Vernon Lawhern, Nicholas R Waytowich, Yongcan Cao

CoRL 2021 ThriftyDAgger: Budget-Aware Novelty and Risk Gating for Interactive Imitation Learning Ryan Hoque, Ashwin Balakrishna, Ellen Novoseller, Albert Wilcox, Daniel S. Brown, Ken Goldberg

UAI 2020 Dueling Posterior Sampling for Preference-Based Reinforcement Learning Ellen Novoseller, Yibing Wei, Yanan Sui, Yisong Yue, Joel Burdick