Towards Principled Representation Learning from Videos for Reinforcement Learning von Misra, Dipendra, Saran, Akanksha, Xie, Tengyang, Lamb, Alex, Langford, John

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Prosody as a Teaching Signal for Agent Learning: Exploratory Studies and Algorithmic Implications von Knierim, Matilda, Jain, Sahil, Aydoğan, Murat Han, Mitra, Kenneth, Desai, Kush, Saran, Akanksha, Baraka, Kim

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A Ranking Game for Imitation Learning von Sikchi, Harshit, Saran, Akanksha, Goo, Wonjoon, Niekum, Scott

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EyeO: Autocalibrating Gaze Output with Gaze Input von Saran, Akanksha, Alber, Jacob, Zhang, Cyril, Paradiso, Ann, Bragg, Danielle, Langford, John

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Streaming Active Learning with Deep Neural Networks von Saran, Akanksha, Yousefi, Safoora, Krishnamurthy, Akshay, Langford, John, Ash, Jordan T

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Personalized Reward Learning with Interaction-Grounded Learning (IGL) von Maghakian, Jessica, Mineiro, Paul, Panaganti, Kishan, Rucker, Mark, Saran, Akanksha, Tan, Cheng

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Understanding Acoustic Patterns of Human Teachers Demonstrating Manipulation Tasks to Robots von Saran, Akanksha, Desai, Kush, Chang, Mai Lee, Lioutikov, Rudolf, Thomaz, Andrea, Niekum, Scott

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Towards Principled Representation Learning from Videos for Reinforcement Learning von Misra, Dipendra, Saran, Akanksha, Xie, Tengyang, Lamb, Alex, Langford, John

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Efficiently Guiding Imitation Learning Agents with Human Gaze von Saran, Akanksha, Zhang, Ruohan, Short, Elaine Schaertl, Niekum, Scott

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Interaction-Grounded Learning with Action-inclusive Feedback von Xie, Tengyang, Saran, Akanksha, Foster, Dylan J, Molu, Lekan, Momennejad, Ida, Jiang, Nan, Mineiro, Paul, Langford, John

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Understanding Teacher Gaze Patterns for Robot Learning von Saran, Akanksha, Short, Elaine Schaertl, Thomaz, Andrea, Niekum, Scott

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Prosody as a Teaching Signal for Agent Learning: Exploratory Studies and Algorithmic Implications von Knierim, Matilda, Jain, Sahil, Murat Han Aydoğan, Mitra, Kenneth, Desai, Kush, Saran, Akanksha, Baraka, Kim

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A Ranking Game for Imitation Learning von Sikchi, Harshit, Saran, Akanksha, Goo, Wonjoon, Niekum, Scott

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EyeO: Autocalibrating Gaze Output with Gaze Input von Saran, Akanksha, Alber, Jacob, Zhang, Cyril, Paradiso, Ann, Bragg, Danielle, Langford, John

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Understanding Teacher Gaze Patterns for Robot Learning von Saran, Akanksha, Short, Elaine Schaertl, Thomaz, Andrea, Niekum, Scott

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Streaming Active Learning with Deep Neural Networks von Saran, Akanksha, Yousefi, Safoora, Krishnamurthy, Akshay, Langford, John, Ash, Jordan T

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Personalized Reward Learning with Interaction-Grounded Learning (IGL) von Maghakian, Jessica, Mineiro, Paul, Panaganti, Kishan, Rucker, Mark, Saran, Akanksha, Tan, Cheng

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Efficiently Guiding Imitation Learning Agents with Human Gaze von Saran, Akanksha, Zhang, Ruohan, Short, Elaine Schaertl, Niekum, Scott

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Understanding Acoustic Patterns of Human Teachers Demonstrating Manipulation Tasks to Robots von Saran, Akanksha, Desai, Kush, Mai Lee Chang, Lioutikov, Rudolf, Thomaz, Andrea, Niekum, Scott

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Interaction-Grounded Learning with Action-inclusive Feedback von Xie, Tengyang, Saran, Akanksha, Foster, Dylan J, Lekan Molu, Momennejad, Ida, Jiang, Nan, Mineiro, Paul, Langford, John

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