research
∙
11/28/2021
Identification of Subgroups With Similar Benefits in Off-Policy Policy Evaluation
Off-policy policy evaluation methods for sequential decision making can ...
share
research
∙
07/12/2020
Learning Abstract Models for Strategic Exploration and Fast Reward Transfer
Model-based reinforcement learning (RL) is appealing because (i) it enab...
research
∙
04/02/2020
Value Driven Representation for Human-in-the-Loop Reinforcement Learning
Interactive adaptive systems powered by Reinforcement Learning (RL) have...
research
∙
03/12/2020
Off-policy Policy Evaluation For Sequential Decisions Under Unobserved Confounding
When observed decisions depend only on observed features, off-policy pol...
research
∙
11/05/2019
Being Optimistic to Be Conservative: Quickly Learning a CVaR Policy
While maximizing expected return is the goal in most reinforcement learn...
research
∙
06/01/2018