$R^3$-Bench: LLMs Struggle with Resource-Rational Reasoning under Shared Budgets

Peisong Wang, Zhiwei Ma, Bowen Liu +6

In cognitive science, resource rationality asks how an agent should allocate limited computation to maximize expected value. Most reasoning and agent benchmarks use independent per…