Aleksandra Faust
Aleksandra Faust of Google Brain Research on AutoRL, meta-RL, learning to learn & learning to teach, curriculum learning, collaborations between senior and junior researchers, and more!
Dr Aleksandra Faust is a Staff Research Scientist and Reinforcement Learning research team co-founder at Google Brain Research.
Featured References
Reinforcement Learning and Planning for Preference Balancing Tasks
Faust 2014
Learning Navigation Behaviors End-to-End with AutoRL
Hao-Tien Lewis Chiang, Aleksandra Faust, Marek Fiser, Anthony Francis
Evolving Rewards to Automate Reinforcement Learning
Aleksandra Faust, Anthony Francis, Dar Mehta
Evolving Reinforcement Learning Algorithms
Featured References
Reinforcement Learning and Planning for Preference Balancing Tasks
Faust 2014
Learning Navigation Behaviors End-to-End with AutoRL
Hao-Tien Lewis Chiang, Aleksandra Faust, Marek Fiser, Anthony Francis
Evolving Rewards to Automate Reinforcement Learning
Aleksandra Faust, Anthony Francis, Dar Mehta
Evolving Reinforcement Learning Algorithms
John D Co-Reyes, Yingjie Miao, Daiyi Peng, Esteban Real, Quoc V Le, Sergey Levine, Honglak Lee, Aleksandra Faust
Adversarial Environment Generation for Learning to Navigate the Web
Izzeddin Gur, Natasha Jaques, Kevin Malta, Manoj Tiwari, Honglak Lee, Aleksandra Faust
Additional References
- AutoML-Zero: Evolving Machine Learning Algorithms From Scratch, Esteban Real, Chen Liang, David R. So, Quoc V. Le
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Robin Ranjit Singh Chauhan
๐ฑ Head of Eng @AgFunder ๐ง AI:Reinforcement Learning/ML/DL/NLP๐๏ธHost @TalkRLPodcast ๐ณ ex-@Microsoft ecomm PgmMgr ๐ค @UWaterloo CompEng ๐จ๐ฆ ๐ฎ๐ณ
