Search Results for author: Andre He

Found 4 papers, 2 papers with code

Goal Representations for Instruction Following: A Semi-Supervised Language Interface to Control

no code implementations30 Jun 2023 Vivek Myers, Andre He, Kuan Fang, Homer Walke, Philippe Hansen-Estruch, Ching-An Cheng, Mihai Jalobeanu, Andrey Kolobov, Anca Dragan, Sergey Levine

Our method achieves robust performance in the real world by learning an embedding from the labeled data that aligns language not to the goal image, but rather to the desired change between the start and goal images that the instruction corresponds to.

Instruction Following

Neural Unsupervised Reconstruction of Protolanguage Word Forms

no code implementations16 Nov 2022 Andre He, Nicholas Tomlin, Dan Klein

We evaluate our performance on the task of reconstructing Latin from a dataset of cognates across five Romance languages, achieving a notable reduction in edit distance from the target word forms compared to previous methods.

Understanding Game-Playing Agents with Natural Language Annotations

1 code implementation ACL 2022 Nicholas Tomlin, Andre He, Dan Klein

We present a new dataset containing 10K human-annotated games of Go and show how these natural language annotations can be used as a tool for model interpretability.

Imitation Learning Reinforcement Learning (RL)

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