Strategic Object Oriented Reinforcement Learning. - Ramtin Keramati; Jay Whang; Patrick Cho; Emma Brunskill (CoRR, 2018)

Value Driven Representation for Human-in-the-Loop Reinforcement Learning. - Ramtin Keramati; Emma Brunskill (UMAP, 2019)

Being Optimistic to Be Conservative: Quickly Learning a CVaR Policy. - Ramtin Keramati; Christoph Dann; Alex Tamkin; Emma Brunskill (AAAI, 2020)

Off-policy Policy Evaluation For Sequential Decisions Under Unobserved Confounding. - Hongseok Namkoong; Ramtin Keramati; Steve Yadlowsky; Emma Brunskill (NeurIPS, 2020)

Learning Abstract Models for Strategic Exploration and Fast Reward Transfer. - Evan Zheran Liu; Ramtin Keramati; Sudarshan Seshadri; Kelvin Guu; Panupong Pasupat; Emma Brunskill; Percy Liang (CoRR, 2020)

Identification of Subgroups With Similar Benefits in Off-Policy Policy Evaluation. - Ramtin Keramati; Omer Gottesman; Leo Anthony Celi; Finale Doshi-Velez; Emma Brunskill (CHIL, 2022)