Towards a Belief-Based World Model for LLM Agents
The results show that giving LLM agents access to world model beliefs improves task performance under partial observability, while remaining complementary to existing simulation-based world models.
Shubham Kumar, Harshit Kumar, Narendra Ahuja et al.
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