Search Results for author: Julius Frost

Found 2 papers, 2 papers with code

Explaining Reinforcement Learning Policies through Counterfactual Trajectories

1 code implementation29 Jan 2022 Julius Frost, Olivia Watkins, Eric Weiner, Pieter Abbeel, Trevor Darrell, Bryan Plummer, Kate Saenko

In order for humans to confidently decide where to employ RL agents for real-world tasks, a human developer must validate that the agent will perform well at test-time.

counterfactual Decision Making +2

Neural Parameter Allocation Search

1 code implementation ICLR 2022 Bryan A. Plummer, Nikoli Dryden, Julius Frost, Torsten Hoefler, Kate Saenko

We introduce Neural Parameter Allocation Search (NPAS), a novel task where the goal is to train a neural network given an arbitrary, fixed parameter budget.

Image Classification Phrase Grounding

Cannot find the paper you are looking for? You can Submit a new open access paper.