2026
Hybrid Deep Searcher: Scalable Parallel and Sequential Search Reasoning
ICLR 2026poster
Large reasoning models (LRMs) combined with retrieval-augmented generation (RAG) have enabled deep research agents capable of multi-step reasoning with external knowledge retrieval. However, previous methods that extend reasoning with single-query search steps struggle to scale to complex tasks dema…