2026
Test-Time Mixture of World Models for Embodied Agents in Dynamic Environments
ICLR 2026poster
Language model (LM)-based embodied agents are increasingly deployed in real-world settings. Yet, their adaptability remains limited in dynamic environments, where constructing accurate and flexible world models is crucial for effective reasoning and decision-making. To address this challenge, we ext…