Publication
MARL-MAPS: Dynamic Multi-Agent Reinforcement Learning for Optimized RAG
Kumar Priyam
National Institute of Technology Delhi · 2025
Traditional Retrieval-Augmented Generation (RAG) pipelines suffer from a "Context Tax" — bloating LLM inputs with noisy, irrelevant documents that spike latency and increase hallucination risks. Seque...
Multi-Agent RLRAG OptimizationDec-POMDPLLM SystemsInformation Retrieval