Search Results for author: Eric Weiner

Found 3 papers, 1 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

Domain Knowledge in Exploration Noise in AlphaZero

no code implementations1 Jan 2021 Eric Weiner, George D Montañez, Aaron Trujillo, Abtin Molavi

The AlphaZero algorithm has achieved remarkable success in a variety of sequential, perfect information games including Go, Shogi and Chess.

Program Language Translation Using a Grammar-Driven Tree-to-Tree Model

no code implementations4 Jul 2018 Mehdi Drissi, Olivia Watkins, Aditya Khant, Vivaswat Ojha, Pedro Sandoval, Rakia Segev, Eric Weiner, Robert Keller

The task of translating between programming languages differs from the challenge of translating natural languages in that programming languages are designed with a far more rigid set of structural and grammatical rules.

Translation

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