Author

D. Wu

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#artificial intelligence May 2026

BALAR : A Bayesian Agentic Loop for Active Reasoning

BALAR (Bayesian Agentic Loop for Active Reasoning), a task-agnostic outer-loop algorithm that requires no fine-tuning and enables multi-turn interaction between an LLM agent and a user, is proposed.

Aymen Echarghaoui, Dong-Xia Wu, Emily B. Fox · arXiv.org · 1 citation

#machine learning Sep 2025

SimulRAG: Simulator-based RAG for Grounding LLMs in Long-form Scientific QA

SimulRAG, a simulator-based RAG framework with a generalized retrieval interface that translates between text and simulator parameters/outputs, is proposed, which improves informativeness and factuality over the strongest adapted RAG baselines, while UE+SBA enhances claim-level efficiency and quality.

Haozhou Xu, D. Wu, M. Chinazzi et al. · arXiv.org · 3 citations