Bıyık, Erdem

Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback

Casper, S., Davies, X., Shi, C., Gilbert, T. K., Scheurer, J., Rando, J., Freedman, R., Korbak, T., Lindner, D., Freire, P., et al. (2023) · arXiv

Reinforcement Learning in RoboticsPsychiatry, Mental Health, Neuroscience

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RoboCLIP: One Demonstration is Enough to Learn Robot Policies

Sontakke, S. A., Zhang, J., Arnold, S. M. R., Pertsch, K., Bıyık, E., Sadigh, D., Finn, C., & Itti, L. (2023) · arXiv

Reinforcement Learning in RoboticsRobot Manipulation and Learning

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Learning Multimodal Rewards from Rankings

Myers, V., Bıyık, E., Anari, N., & Sadigh, D. (2021) · arXiv

Reinforcement Learning in RoboticsRobot Manipulation and Learning

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Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback

Casper, S., Davies, X., Shi, C., Krendl Gilbert, T., Scheurer, J., Rando Ramirez, J., Freedman, R., Korbak, T., Lindner, D., Freire, P., et al. (2023) · ETH Zurich

Reinforcement Learning in RoboticsMachine Learning and Algorithms

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