Bowen Baker

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 18

Top Topics

Reinforcement Learning

Neural Architecture

Top Venues

GECCO (Companion)

Publications

Hunter Lightman, Vineet Kosaraju, Yuri Burda, Harrison Edwards, Bowen Baker, Teddy Lee, Jan Leike, John Schulman, Ilya Sutskever, Karl Cobbe
Let's Verify Step by Step. ICLR (2024)
Hunter Lightman, Vineet Kosaraju, Yura Burda, Harrison Edwards, Bowen Baker, Teddy Lee, Jan Leike, John Schulman, Ilya Sutskever, Karl Cobbe
Let's Verify Step by Step. CoRR (2023)
Collin Burns, Pavel Izmailov, Jan Hendrik Kirchner, Bowen Baker, Leo Gao, Leopold Aschenbrenner, Yining Chen, Adrien Ecoffet, Manas Joglekar, Jan Leike, Ilya Sutskever, Jeff Wu
Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision. CoRR (2023)
Bowen Baker, Ilge Akkaya, Peter Zhokov, Joost Huizinga, Jie Tang, Adrien Ecoffet, Brandon Houghton, Raul Sampedro, Jeff Clune
Video PreTraining (VPT): Learning to Act by Watching Unlabeled Online Videos. NeurIPS (2022)
Bowen Baker, Ilge Akkaya, Peter Zhokhov, Joost Huizinga, Jie Tang, Adrien Ecoffet, Brandon Houghton, Raul Sampedro, Jeff Clune
Video PreTraining (VPT): Learning to Act by Watching Unlabeled Online Videos. CoRR (2022)
Ingmar Kanitscheider, Joost Huizinga, David Farhi, William Hebgen Guss, Brandon Houghton, Raul Sampedro, Peter Zhokhov, Bowen Baker, Adrien Ecoffet, Jie Tang, Oleg Klimov, Jeff Clune
Multi-task curriculum learning in a complex, visual, hard-exploration domain: Minecraft. CoRR (2021)
Bowen Baker, Ingmar Kanitscheider, Todor M. Markov, Yi Wu, Glenn Powell, Bob McGrew, Igor Mordatch
Emergent Tool Use From Multi-Agent Autocurricula. ICLR (2020)
Marcin Andrychowicz, Bowen Baker, Maciek Chociej, Rafal Józefowicz, Bob McGrew, Jakub W. Pachocki, Arthur Petron, Matthias Plappert, Glenn Powell, Alex Ray, Jonas Schneider, Szymon Sidor, Josh Tobin, Peter Welinder, Lilian Weng, Wojciech Zaremba
Learning dexterous in-hand manipulation. Int. J. Robotics Res. 39 (1) (2020)
Bowen Baker
Emergent Reciprocity and Team Formation from Randomized Uncertain Social Preferences. CoRR (2020)
Bowen Baker
Emergent Reciprocity and Team Formation from Randomized Uncertain Social Preferences. NeurIPS (2020)
Bowen Baker, Ingmar Kanitscheider, Todor M. Markov, Yi Wu, Glenn Powell, Bob McGrew, Igor Mordatch
Emergent Tool Use From Multi-Agent Autocurricula. CoRR (2019)
Ingmar Kanitscheider, Bowen Baker, Todor M. Markov, Igor Mordatch
Skill emergence and transfer in multi-agent environments. GECCO (Companion) (2019)
Matthias Plappert, Marcin Andrychowicz, Alex Ray, Bob McGrew, Bowen Baker, Glenn Powell, Jonas Schneider, Josh Tobin, Maciek Chociej, Peter Welinder, Vikash Kumar, Wojciech Zaremba
Multi-Goal Reinforcement Learning: Challenging Robotics Environments and Request for Research. CoRR (2018)
OpenAI, Marcin Andrychowicz, Bowen Baker, Maciek Chociej, Rafal Józefowicz, Bob McGrew, Jakub W. Pachocki, Jakub Pachocki, Arthur Petron, Matthias Plappert, Glenn Powell, Alex Ray, Jonas Schneider, Szymon Sidor, Josh Tobin, Peter Welinder, Lilian Weng, Wojciech Zaremba
Learning Dexterous In-Hand Manipulation. CoRR (2018)
Bowen Baker, Otkrist Gupta, Ramesh Raskar, Nikhil Naik
Accelerating Neural Architecture Search using Performance Prediction. ICLR (Workshop) (2018)
Bowen Baker, Otkrist Gupta, Nikhil Naik, Ramesh Raskar
Designing Neural Network Architectures using Reinforcement Learning. ICLR (Poster) (2017)
Bowen Baker, Otkrist Gupta, Ramesh Raskar, Nikhil Naik
Practical Neural Network Performance Prediction for Early Stopping. CoRR (2017)
Bowen Baker, Otkrist Gupta, Nikhil Naik, Ramesh Raskar
Designing Neural Network Architectures using Reinforcement Learning. CoRR (2016)