2 papers
cs.LG2023
Personalized Path Recourse for Reinforcement Learning Agents
Dat Hong, Tong Wang
This paper introduces Personalized Path Recourse, a novel method that generates recourse paths for a reinforcement learning agent. The goal is to edit a given path of actions to ac…
cs.LG2020
ProtoryNet - Interpretable Text Classification Via Prototype Trajectories
Dat Hong, Tong Wang, Stephen S. Baek
We propose a novel interpretable deep neural network for text classification, called ProtoryNet, based on a new concept of prototype trajectories. Motivated by the prototype theory…