Language Agents Meet Causality - Bridging LLMs and Causal World Models

John Gkountouras, Matthias Lindemann, Phillip Lippe, E. Gavves, Ivan Titov
2/12/2026

No official code found. Best implementation: j0hngou/LLMCWM (29 stars, last commit 2025-05-06).

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This is the official code repository for the paper "Language Agents Meet Causality -- Bridging LLMs and Causal World Models"

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@article{gkountouras2026language,
  title  = {Language Agents Meet Causality - Bridging LLMs and Causal World Models},
  author = {John Gkountouras and Matthias Lindemann and Phillip Lippe and E. Gavves and Ivan Titov},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:cbac7c0342174d9f0dac740e1382ee133ec5ee3b},
  journal = {ICLR 2025 2025}
}

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