Reinforcement Learning for Long-Horizon Multi-Turn Search Agents

Vivek Kalyan, Martin Andrews

Large Language Model (LLM) agents can leverage multiple turns and tools to solve complex tasks, with prompt-based approaches achieving strong performance. This work demonstrates th…