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skumar-ml/belief-world-models

BB-WM agent trajectories Trajectories for Towards a Belief-Based World Model for LLM Agents (BB-WM). ReAct and ReflAct agents are evaluated on ALFWorld, ScienceWorld, and BabyAI-Text. The world-model condition is the only thing that changes between variants. Temperature is 0. Qwen3-14B and Sonnet 4.6 are run with thinking off. Code and configs: the BB-WM repo (eval_baselines.py, configs/task/, configs/model/). Layout… See the full description on the dataset page: https://huggingface.co/datasets/skumar-ml/belief-world-models.

Author / organizationskumar-ml
License (as declared)cc-by-4.0
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Created22 October 2026
Last updated at source22 October 2026
llm-agentsalfworldscienceworldbabyaiworld-model
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