most citedExplaining Conditions for Reinforcement Learning Behaviors from Real and Imagined Data

2 citations · 2 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2022

Competency Assessment for Autonomous Agents using Deep Generative Models

Aastha Acharya, Rebecca Russell, Nisar R. Ahmed

For autonomous agents to act as trustworthy partners to human users, they must be able to reliably communicate their competency for the tasks they are asked to perform. Towards thi…

cs.LG2020★ 2 cited

Explaining Conditions for Reinforcement Learning Behaviors from Real and Imagined Data

Aastha Acharya, Rebecca Russell, Nisar R. Ahmed

The deployment of reinforcement learning (RL) in the real world comes with challenges in calibrating user trust and expectations. As a step toward developing RL systems that are ab…