Investigating Advanced Reasoning of Large Language Models via Black-Box Environment Interaction

Congchi Yin, Tianyi Wu, Yankai Shu +5

Existing tasks fall short in evaluating reasoning ability of Large Language Models (LLMs) in an interactive, unknown environment. This deficiency leads to the isolated assessment o…