Anthony Liang
Scholar

Anthony Liang

Google Scholar ID: LjmRrbUAAAAJ
University of Southern California
Robot LearningReinforcement Learning
Citations & Impact
All-time
Citations
53
 
H-index
4
 
i10-index
2
 
Publications
10
 
Co-authors
8
list available
Resume (English only)
Academic Achievements
  • Publications: 'DynaMITE-RL' accepted to NeurIPS 2024, 'ViSaRL' accepted to IROS 2024, 'Reinforcement Learning for Sparse-Reward Object-Interaction Tasks in First-person Simulated 3D Environments' accepted to IJCAI 2021.
Research Experience
  • Ph.D. student at USC GLAMOR group; Student Researcher at Google Machine Intelligence Group; NLP Research Intern at Meta Reality Lab; Applied Scientist Intern at Amazon; Visiting Scholar at CMU.
Education
  • Ph.D. Student at the University of Southern California, advised by Erdem Bıyık and Stephen Tu; Master's degree from the University of Michigan, worked with Wilka Carvalho and Honglak Lee.
Background
  • Research Interests: Meta-reinforcement learning (RL) and building generalist agents capable of quickly adapting to new, unseen scenarios. Specialized in Robotics and Computer Science.
Miscellany
  • Interned at Invisible.ai, Google Ads, Luminar, and Socratic.