Ebert, Frederik

9 publications

NeurIPSW 2022 Pre-Training for Robots: Leveraging Diverse Multitask Data via Offline Reinforcement Learning Anikait Singh, Aviral Kumar, Frederik Ebert, Yanlai Yang, Chelsea Finn, Sergey Levine

NeurIPSW 2022 Pre-Training for Robots: Leveraging Diverse Multitask Data via Offline Reinforcement Learning Aviral Kumar, Anikait Singh, Frederik Ebert, Yanlai Yang, Chelsea Finn, Sergey Levine

CoRL 2021 BC-Z: Zero-Shot Task Generalization with Robotic Imitation Learning Eric Jang, Alex Irpan, Mohi Khansari, Daniel Kappler, Frederik Ebert, Corey Lynch, Sergey Levine, Chelsea Finn

ICLR 2021 Model-Based Visual Planning with Self-Supervised Functional Distances Stephen Tian, Suraj Nair, Frederik Ebert, Sudeep Dasari, Benjamin Eysenbach, Chelsea Finn, Sergey Levine

NeurIPS 2020 Long-Horizon Visual Planning with Goal-Conditioned Hierarchical Predictors Karl Pertsch, Oleh Rybkin, Frederik Ebert, Shenghao Zhou, Dinesh Jayaraman, Chelsea Finn, Sergey Levine

CoRL 2019 RoboNet: Large-Scale Multi-Robot Learning Sudeep Dasari, Frederik Ebert, Stephen Tian, Suraj Nair, Bernadette Bucher, Karl Schmeckpeper, Siddharth Singh, Sergey Levine, Chelsea Finn

ICLR 2019 Time-Agnostic Prediction: Predicting Predictable Video Frames Dinesh Jayaraman, Frederik Ebert, Alexei Efros, Sergey Levine

CoRL 2018 Robustness via Retrying: Closed-Loop Robotic Manipulation with Self-Supervised Learning Frederik Ebert, Sudeep Dasari, Alex X. Lee, Sergey Levine, Chelsea Finn

CoRL 2017 Self-Supervised Visual Planning with Temporal Skip Connections Frederik Ebert, Chelsea Finn, Alex X. Lee, Sergey Levine