CATPO: Critique-Augmented Tree Policy Optimization

Ayush Singh, Umang Goyal, Ankur Dahiya

Reinforcement learning with verifiable rewards (RLVR) has become a dominant paradigm for improving the reasoning capabilities of large language models (LLMs). Recent tree-based met…