Ramtin Keramati

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 10

Top Topics

Policy Evaluation

Object Orientation

Temporal Difference

Top Venues

Publications

Ramtin Keramati, Omer Gottesman, Leo Anthony Celi, Finale Doshi-Velez, Emma Brunskill
Identification of Subgroups With Similar Benefits in Off-Policy Policy Evaluation. CHIL (2022)
Ramtin Keramati, Omer Gottesman, Leo Anthony Celi, Finale Doshi-Velez, Emma Brunskill
Identification of Subgroups With Similar Benefits in Off-Policy Policy Evaluation. CoRR (2021)
Hongseok Namkoong, Ramtin Keramati, Steve Yadlowsky, Emma Brunskill
Off-policy Policy Evaluation For Sequential Decisions Under Unobserved Confounding. NeurIPS (2020)
Ramtin Keramati, Emma Brunskill
Value Driven Representation for Human-in-the-Loop Reinforcement Learning. CoRR (2020)
Evan Zheran Liu, Ramtin Keramati, Sudarshan Seshadri, Kelvin Guu, Panupong Pasupat, Emma Brunskill, Percy Liang
Learning Abstract Models for Strategic Exploration and Fast Reward Transfer. CoRR (2020)
Hongseok Namkoong, Ramtin Keramati, Steve Yadlowsky, Emma Brunskill
Off-policy Policy Evaluation For Sequential Decisions Under Unobserved Confounding. CoRR (2020)
Ramtin Keramati, Christoph Dann, Alex Tamkin, Emma Brunskill
Being Optimistic to Be Conservative: Quickly Learning a CVaR Policy. AAAI (2020)
Ramtin Keramati, Emma Brunskill
Value Driven Representation for Human-in-the-Loop Reinforcement Learning. UMAP (2019)
Ramtin Keramati, Christoph Dann, Alex Tamkin, Emma Brunskill
Being Optimistic to Be Conservative: Quickly Learning a CVaR Policy. CoRR (2019)
Ramtin Keramati, Jay Whang, Patrick Cho, Emma Brunskill
Strategic Object Oriented Reinforcement Learning. CoRR (2018)