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20232026
most citedADaPT: As-Needed Decomposition and Planning with Language Models

2 citations · 3 across the 11 of their papers we have counts for

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cs.CL2024

A Survey on Complex Tasks for Goal-Directed Interactive Agents

Mareike Hartmann, Alexander Koller

Goal-directed interactive agents, which autonomously complete tasks through interactions with their environment, can assist humans in various domains of their daily lives. Recent a…

cs.SE2024

Learning Program Behavioral Models from Synthesized Input-Output Pairs

Tural Mammadov, Dietrich Klakow, Alexander Koller +1

We introduce Modelizer - a novel framework that, given a black-box program, learns a model from its input/output behavior using neural machine translation algorithms. The resulting…