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Researcher profile

Shlomo Zilberstein

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Trajectory Constraint Heuristics for Optimal Probabilistic Planning

    2022 · Proceedings of the International Symposium on Combinatorial Search

    Search algorithms such as LAO* and LRTDP coupled with admissible heuristics are widely used methods for optimal probabilistic planning. Their effectiveness depends on the degree to which heuristics are able to approximate the optimal cost …

  2. MAPLE: A Framework for Active Preference Learning Guided by Large Language Models

    2024 · arXiv (Cornell University)

    The advent of large language models (LLMs) has sparked significant interest in using natural language for preference learning. However, existing methods often suffer from high computational burdens, taxing human supervision, and lack of interpretability. To …