253 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- University of New HampshireUS40 papers
- University of California, BerkeleyUS27 papers
- Los Alamos National LaboratoryUS20 papers
- Goddard Space Flight CenterUS16 papers
- Thomas Jefferson National Accelerator FacilityUS16 papers
- University of Tennessee at KnoxvilleUS16 papers
- University of VirginiaUS13 papers
- Massachusetts Institute of TechnologyUS12 papers
- Argonne National LaboratoryUS11 papers
- Université Paris-SaclayFR11 papers
- Johns Hopkins University Applied Physics LaboratoryUS10 papers
- Lawrence Berkeley National LaboratoryUS10 papers
Showing 2021 · cs.LGShow all
2 papers · 2 filters
cs.LG2021★ 1 cited
Policy Gradient Bayesian Robust Optimization for Imitation Learning
Zaynah Javed, Daniel S. Brown, Satvik Sharma +5
The difficulty in specifying rewards for many real-world problems has led to an increased focus on learning rewards from human feedback, such as demonstrations. However, there are…
cs.LG2021★ 4 cited
Robust Maximum Entropy Behavior Cloning
Mostafa Hussein, Brendan Crowe, Marek Petrik +1
Imitation learning (IL) algorithms use expert demonstrations to learn a specific task. Most of the existing approaches assume that all expert demonstrations are reliable and trustw…