Sergey Levine

Assistant Professor, Electrical Engineering & Computer Science Department, University of California Berkeley

Joined

September 2016

Names

Sergey Levine (Preferred)

Emails

****@gmail.com (Confirmed)

****@eecs.berkeley.edu (Confirmed)

Personal Links

Google Scholar

Career & Education History

Assistant Professor

Electrical Engineering & Computer Science Department, University of California Berkeley (eecs.berkeley.edu)

Present

Advisors, Relations & Conflicts

No relations added

Expertise

robotics

reinforcement learning

deep learning

Present

Publications

Evolving Reinforcement Learning Algorithms
John D Co-Reyes, Yingjie Miao, Daiyi Peng, Quoc V Le, Sergey Levine, Honglak Lee, Aleksandra Faust
- 28 Sept 2020 (imported: 22 Jan 2021)
- ICLR 2021 Oral
- Readers: Everyone
Parrot: Data-Driven Behavioral Priors for Reinforcement Learning
Avi Singh, Huihan Liu, Gaoyue Zhou, Albert Yu, Nicholas Rhinehart, Sergey Levine
- 28 Sept 2020 (imported: 22 Jan 2021)
- ICLR 2021 Oral
- Readers: Everyone
Benchmarks for Deep Off-Policy Evaluation
Justin Fu, Mohammad Norouzi, Ofir Nachum, George Tucker, ziyu wang, Alexander Novikov, Mengjiao Yang, Michael R Zhang, Yutian Chen, Aviral Kumar, Cosmin Paduraru, Sergey Levine, Thomas Paine
- 28 Sept 2020 (imported: 22 Jan 2021)
- ICLR 2021 Poster
- Readers: Everyone
Factorizing Declarative and Procedural Knowledge in Structured, Dynamical Environments
Anirudh Goyal, Alex Lamb, Phanideep Gampa, Philippe Beaudoin, Charles Blundell, Sergey Levine, Yoshua Bengio, Michael Curtis Mozer
- 28 Sept 2020 (imported: 22 Jan 2021)
- ICLR 2021 Poster
- Readers: Everyone
Offline Model-Based Optimization via Normalized Maximum Likelihood Estimation
Justin Fu, Sergey Levine
- 28 Sept 2020 (imported: 22 Jan 2021)
- ICLR 2021 Poster
- Readers: Everyone
Recurrent Independent Mechanisms
Anirudh Goyal, Alex Lamb, Jordan Hoffmann, Shagun Sodhani, Sergey Levine, Yoshua Bengio, Bernhard Schölkopf
- 28 Sept 2020 (imported: 22 Jan 2021)
- ICLR 2021 Spotlight
- Readers: Everyone
Invariant Representations for Reinforcement Learning without Reconstruction
Amy Zhang, Rowan Thomas McAllister, Roberto Calandra, Yarin Gal, Sergey Levine
- 28 Sept 2020 (imported: 22 Jan 2021)
- ICLR 2021 Oral
- Readers: Everyone
SMiRL: Surprise Minimizing Reinforcement Learning in Unstable Environments
Glen Berseth, Daniel Geng, Coline Manon Devin, Nicholas Rhinehart, Chelsea Finn, Dinesh Jayaraman, Sergey Levine
- 28 Sept 2020 (imported: 22 Jan 2021)
- ICLR 2021 Oral
- Readers: Everyone
X2T: Training an X-to-Text Typing Interface with Online Learning from User Feedback
Jensen Gao, Siddharth Reddy, Glen Berseth, Anca Dragan, Sergey Levine
- 28 Sept 2020 (imported: 22 Jan 2021)
- ICLR 2021 Poster
- Readers: Everyone
C-Learning: Learning to Achieve Goals via Recursive Classification
Benjamin Eysenbach, Ruslan Salakhutdinov, Sergey Levine
- 28 Sept 2020 (imported: 22 Jan 2021)
- ICLR 2021 Poster
- Readers: Everyone

View all 16 publications

Co-Authors

View all 62 co-authors