Eliciting Self-Verification in Multimodal Reasoning Agents with Reinforcement Learning

Vishwas Sathish, Viresh Ranjan, Xinliang Zhu +2

Reasoning agents increasingly rely on external tools such as web search to answer complex queries. Reinforcement learning (RL) finetuning algorithms such as GRPO have improved long…