Tool Verification for Test-Time Reinforcement Learning

Ruotong Liao, Nikolai Röhrich, Xiaohan Wang +4

Test-time reinforcement learning (TTRL) has emerged as a promising paradigm for self-evolving large reasoning models (LRMs), enabling online adaptation on unlabeled test inputs via…