Budget-Aware Tool Use Enables Effective Agent Scaling

Tengxiao Liu, Zifeng Wang, Jin Miao +12

Scaling test-time computation has been extended from language model reasoning to tool-augmented agents, where scaling involves not only thinking in tokens but also acting via tool…