Integrating Simulation and Chain-of-thought Reasoning in Multimodal-Language Models For Physical Reasoning
A novel cognitively-inspired hybrid model is presented which optimally trades off simulation and reasoning to improve model performance and computational efficiency and draws a parallel with this to resource-rational theories of human cognition, which propose that people optimally trade off simulation and reasoning dep...
Ying-Qiao Wang, Eric J. Bigelow, Tomer D. Ullman et al.
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