Search Results for author: Michal Shlapentokh-Rothman

Found 4 papers, 2 papers with code

WebWISE: Web Interface Control and Sequential Exploration with Large Language Models

no code implementations24 Oct 2023 Heyi Tao, Sethuraman T V, Michal Shlapentokh-Rothman, Derek Hoiem

The paper investigates using a Large Language Model (LLM) to automatically perform web software tasks using click, scroll, and text input operations.

Imitation Learning In-Context Learning +3

Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

1 code implementation6 Oct 2023 Andy Zhou, Kai Yan, Michal Shlapentokh-Rothman, Haohan Wang, Yu-Xiong Wang

While large language models (LLMs) have demonstrated impressive performance on a range of decision-making tasks, they rely on simple acting processes and fall short of broad deployment as autonomous agents.

Code Generation Decision Making +1

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